Top Machine Learning Jobs

Python expert who can pick up new solutions quickly , team player,

Nice to have knowledge with Powders and SkLearn frameworks

Project Overview:

We are seeking a skilled AI Developer to embark on a project focused on creating an advanced AI for adult content generation. This project involves developing an AI that can precisely replicate an adult performer's likeness in diverse scenes and settings.

Key Responsibilities:

Base AI Creation:

- Develop a base AI that accurately replicates an adult performer's likeness.

- Utilize provided examples and specifications to create the base AI.

- Deliver a fully functional base AI adaptable to various scenarios.

Scene Adaptation and Content Creation:

- Enable the base AI to adapt to different scenes as outlined in the provided content plan.

- Interpret content plans, including scene descriptions and requirements.

User Interaction System:

- Develop a user-friendly system for our team to interact with the AI for content creation.

- Implement interface and functionality requirements for effective interaction with the AI.

- Create a functional and intuitive system for content generation and delivery.

Quality Assurance and Testing:

- Conduct comprehensive testing of the AI and the interaction system.

- Adhere to testing protocols ensuring accuracy, consistency, and usability.

- Provide a reliable and error-free AI and user interaction system.

Deliverables:

- An operational base AI.

- A system for adapting the AI to various scenes.

- A user interface for content creation and export.

- Complete testing reports and final approval of the AI and systems.

Required Skills and Qualifications:

- Proven experience in AI, machine learning, particularly in AI development for adult content.

- Proficiency in programming languages relevant to AI and machine learning.

- Experience in user interface design and development.

- Excellent problem-solving skills and attention to detail.

- Strong communication skills and collaborative work ethic.

Application Process:

Please use the word ADULT so I know you read the description

We are looking for a UC Berkeley or Stanford student with a machine learning background to assist in a machine learning project. The project involves applying machine learning techniques to solve a healthcare or pharmaceutical problem. The ideal candidate should have an interest in healthcare or pharmaceutical applications.

Relevant skills:

- Machine learning

- Data analysis

- Problem-solving

Size: small

Duration: 1 to 3 months

Expertise level: entry

Seeking a skilled individual well-versed in natural language processing, artificial intelligence, and machine learning. The ideal candidate will have a strong understanding of the latest advancements in language models, particularly.

Responsibilities include leveraging language technology for diverse applications, problem-solving, and staying updated on industry trends.

We are proud to be at the forefront of leveraging AI & Machine Learning technology to deliver innovative solutions tailored to meet our clients' unique needs.

Previously, we have been able to grow by 71% year over year. However, in 2023 alone, we’ve been able to grow by more than 400%

If you're passionate about technology and looking for a challenging and rewarding career that can take you places, Compound Group is the place for you!

We are seeking a talented and experienced Remote Lead AI Data Scientist to join our team on a Part-time basis. Our company provides custom AI development services, and we need someone who is strong in Python and has experience working in a senior role at custom development agencies.

As a Lead AI Data Scientist, you will be responsible for developing and implementing custom AI solutions for our clients. This role requires someone with extensive experience in Python, and who has a solid background in custom development agencies. You will also be expected to work in a senior role and contribute to the overall success of the company.

Why this is an amazing opportunity:

- Opportunity to grow. Joining our team offers the opportunity to be part of a rapidly growing business department. With a total of 15 employees, we have established a dynamic and thriving work environment. Moreover, our experience of successfully running this business model for over 6 years ensures stability and a proven track record of success.

- Freedom. The position is fully remote (work from home, a co-working space, a café, etc.).

- Autonomy. As long as you’re executing our processes properly, you won’t be micromanaged.

- Fairness. We value open communication, directness, and transparency. We want the collaboration with our full-time freelancers to be a win-win for both sides.

- Passion and purpose. Work with a passionate team that really cares about doing quality work and helping clients to make their businesses grow.

- Quality. We place a big emphasis on providing high-quality service and actually getting people results. Before taking on new clients, we set realistic expectations and make sure that they understand the relationship they’re going into.

- A winning culture. We focus on sustainable, optimal growth instead of just growing as fast as possible.

- You will face a rational, honest, and friendly culture with a high focus on achievement. This is not for everyone. We’ve found that a lot of people do not like direct feedback about improvement areas or to have pressure to achieve specific things. However, some people understand the long-term benefits of this and value it accordingly.

- We want you to perform your best and will be completely transparent with all information.

- Competitive salary (depending on your level of experience).

Requirements:

- 2 years of machine learning engineering experience

- 3 years of AI data science experience

- At least 1 year of management experience

- Ability to work independently and meet deadlines

- Strong communication and problem-solving skills

- This is a Part-time job opportunity

- Compensation: We offer a very high compensation based on your experience

We are proud to be at the forefront of leveraging AI & Machine Learning technology to deliver innovative solutions tailored to meet our clients' unique needs.

Previously, we have been able to grow by 71% year over year. However, in 2023 alone, we’ve been able to grow by more than 400%

If you're passionate about technology and looking for a challenging and rewarding career that can take you places, Compound Group is the place for you!

We are seeking a talented and experienced Remote Lead AI Data Scientist to join our team on a full-time basis. Our company provides custom AI development services, and we need someone who is strong in Python and has experience working in a senior role at custom development agencies.

As a Lead AI Data Scientist, you will be responsible for developing and implementing custom AI solutions for our clients. This role requires someone with extensive experience in Python, and who has a solid background in custom development agencies. You will also be expected to work in a senior role and contribute to the overall success of the company.

Why this is an amazing opportunity:

- Opportunity to grow. Joining our team offers the opportunity to be part of a rapidly growing business department. With a total of 15 employees, we have established a dynamic and thriving work environment. Moreover, our experience of successfully running this business model for over 6 years ensures stability and a proven track record of success.

- Freedom. The position is fully remote (work from home, a co-working space, a café, etc.).

- Autonomy. As long as you’re executing our processes properly, you won’t be micromanaged.

- Fairness. We value open communication, directness, and transparency. We want the collaboration with our full-time freelancers to be a win-win for both sides.

- Passion and purpose. Work with a passionate team that really cares about doing quality work and helping clients to make their businesses grow.

- Quality. We place a big emphasis on providing high-quality service and actually getting people results. Before taking on new clients, we set realistic expectations and make sure that they understand the relationship they’re going into.

- A winning culture. We focus on sustainable, optimal growth instead of just growing as fast as possible.

- You will face a rational, honest, and friendly culture with a high focus on achievement. This is not for everyone. We’ve found that a lot of people do not like direct feedback about improvement areas or to have pressure to achieve specific things. However, some people understand the long-term benefits of this and value it accordingly.

- We want you to perform your best and will be completely transparent with all information.

- Competitive salary (depending on your level of experience).

Requirements:

- 2 years of machine learning engineering experience

- 3 years of AI data science experience

- At least 1 year of management experience

- Ability to work independently and meet deadlines

- Strong communication and problem-solving skills

- This is a full-time job opportunity with 40 hours/week workload

- Compensation: We offer a very high compensation based on your experience

【Search Engine API and Language Model Development Recruitment】

We are looking for talented individuals to join our project to provide an search engine api based on chive and our language model development project. We would like to be a leading player in the field of natural language processing as well as elastic search and server and backend for our search engine API. We also are seeking passionate individuals with expertise in machine learning, natural language processing, and related areas to help us develop the next generation of language models.

【Candidates must have expertises in the following area 】

Search Engine Engineer

Machine Learning Engineer

Natural Language Processing Engineer

Data Scientist

Researcher

MLOPS

【Responsibilities】

Self-study Chive and most updated new language models and search engine technologies and ecommerce

Prepare to answer any questions from clients for search engine API

Collaborate with the team to design and develop cutting-edge language models

Collect and preprocess data to be used in language model training

Update Search Engine Dictionaries and Bring better solutions based on needs and scalability

Develop and implement algorithms and models for natural language processing and machine learning

Train, test, and evaluate language models

Create Demo

Work with other teams to integrate language models into our products and services

Keep up-to-date with the latest research and techniques in natural language processing and machine learning

【Qualifications】

Bachelor's, Master's, or PhD degree in Computer Science, Mathematics, Statistics, or a related field

Strong programming skills in Python or other relevant programming languages

Experience with machine learning libraries and frameworks such as TensorFlow, PyTorch, or scikit-learn

Knowledge of natural language processing techniques and algorithms

Experience with large-scale data processing and analysis

Excellent problem-solving and analytical skills

Good communication and team-working abilities

Knowing Japanese is huge plus

【Benefits】

Exciting and challenging work environment

Opportunities for career growth and development

Chance to work with cutting-edge technologies and techniques in natural language processing and machine learning

If you are interested in joining our team, please submit your resume and cover letter to us. We look forward to hearing from you!

We are seeking an expert in artificial intelligence and machine learning technology to join our team. The ideal candidate will have a deep understanding of AI and ML concepts and be proficient in implementing and deploying these technologies for practical applications. This role will involve working on cutting-edge projects and collaborating with cross-functional teams to develop innovative solutions.

- Proficiency in artificial intelligence algorithms and techniques.

- Strong knowledge in machine learning frameworks and tools.

- Experience in developing AI and ML models.

- Ability to analyze and interpret complex datasets.

- Familiarity with natural language processing and computer vision is a plus.

We are proud to be at the forefront of leveraging AI & Machine Learning technology to deliver innovative solutions tailored to meet our clients' unique needs.

Previously, we have been able to grow by 71% year over year. However, in 2023 alone, we’ve been able to grow by more than 400%

If you're passionate about technology and looking for a challenging and rewarding career that can take you places, Compound Group is the place for you!

We are seeking a talented and experienced Remote Lead AI Data Scientist to join our team on a Part-time basis. Our company provides custom AI development services, and we need someone who is strong in Python and has experience working in a senior role at custom development agencies.

As a Lead AI Data Scientist, you will be responsible for developing and implementing custom AI solutions for our clients. This role requires someone with extensive experience in Python, and who has a solid background in custom development agencies. You will also be expected to work in a senior role and contribute to the overall success of the company.

Why this is an amazing opportunity:

- Opportunity to grow. Joining our team offers the opportunity to be part of a rapidly growing business department. With a total of 15 employees, we have established a dynamic and thriving work environment. Moreover, our experience of successfully running this business model for over 6 years ensures stability and a proven track record of success.

- Freedom. The position is fully remote (work from home, a co-working space, a café, etc.).

- Autonomy. As long as you’re executing our processes properly, you won’t be micromanaged.

- Fairness. We value open communication, directness, and transparency. We want the collaboration with our full-time freelancers to be a win-win for both sides.

- Passion and purpose. Work with a passionate team that really cares about doing quality work and helping clients to make their businesses grow.

- Quality. We place a big emphasis on providing high-quality service and actually getting people results. Before taking on new clients, we set realistic expectations and make sure that they understand the relationship they’re going into.

- A winning culture. We focus on sustainable, optimal growth instead of just growing as fast as possible.

- You will face a rational, honest, and friendly culture with a high focus on achievement. This is not for everyone. We’ve found that a lot of people do not like direct feedback about improvement areas or to have pressure to achieve specific things. However, some people understand the long-term benefits of this and value it accordingly.

- We want you to perform your best and will be completely transparent with all information.

- Competitive salary (depending on your level of experience).

Requirements:

- 2 years of machine learning engineering experience

- 3 years of AI data science experience

- At least 1 year of management experience

- Ability to work independently and meet deadlines

- Strong communication and problem-solving skills

- This is a Part-time job opportunity

- Compensation: We offer a very high compensation based on your experience

About the *Role*

Senior Machine Learning Engineer - Transformer Architectures

We are currently on the lookout for an experienced ML Engineer focused on re-shaping the current AI landscape trying to find out new model architectures that could solve transformer's limitations. As part of our team, you will have an opportunity to shape and drive the future of AI by fine-tuning open-source models, and training foundational models using the latest techniques.

If you have a knack for problem-solving, possess excellent communication skills, and share our vision of redefining AI democratization, this role is for you!

### *Key Responsibilities*

- Fine-tuning LLMs

- Training Foundational Models

- Leading the current Data Science team to the next breakthrough.

### *Skills needed:*

- Excellent communication skills, allowing you to seamlessly collaborate within our diverse team.

- Deep understanding of Transformers architecture and underlying components.

- At least 5 years of Python development experience, showcasing your solid foundational understanding and practical skills.

- Minimum of 5 years of hands-on experience with PyTorch, emphasizing your competency in this widely-used machine learning library.

- At least 2 years of FastAPI experience, reflecting your familiarity with modern, fast (high-performance), web frameworks for building APIs with Python.

- Minimum of 3 years of Docker experience, indicating your proficiency in this crucial tool for automating the deployment, scaling, and management of applications.

- Experience with git.

### *Bonus Points For*

- A dislike for the status quo and authority bias

- A history of impactful contributions to open-source projects.

Please reply If you perfectly match the Job Description

Please share your best monthly rate in INR with your Updated Resume

Best Regards,

Your primary responsibility will be to create an AI-powered chatbot platform using either a custom solution developed in-house or leveraging an open-source platform.

These bots will be deployed in different industries and clients so they will need to be able to adapt and be trained on large amounts of data for accuracy.

Our focus is on real-time interactions powered by advanced machine learning models, aiming to enhance user experience through continuous learning and adaptation.

Your expertise in Bubble.io will be essential for designing and integrating a custom database within this environment.

This database will play a crucial role in securely storing chat transcripts, user details, timestamps, and various essential metadata, improving the user experience. Your flair for design and deep understanding of API integration will be key in turning our innovative vision into a functional, user-friendly reality.

Must haves:

Understanding productizing APIs

Chatbots/LLMs

Bubble experience

Please add the word "bubble" to the top of your applications so I know you read this. All others will be declined.

This could turn into a long-term opportunity. Would like to have the project completed within 4 weeks - a major plus if you understand Salesforce!

We are looking for a skilled AI developer to create a tool that will categorize and label cases in a data set by cross referencing specific variables with publicly available data. For example, grouping by age at time of death, based on information obtained from obituaries published online. The AI system should be able to gather data from various sources and analyze it to provide actionable insights. The system should have the following features:

- AI-powered property listing checks

- Automated obituary searches

- Data gathering and analysis

- Actionable insights generation

- Dataset stratification

Skills required:

- Artificial Intelligence

- Machine Learning

- Data Analysis

- Web Scraping

- Natural Language Processing

We are proud to be at the forefront of leveraging AI & Machine Learning technology to deliver innovative solutions tailored to meet our clients' unique needs.

Previously, we have been able to grow by 71% year over year. However, in 2023 alone, we’ve been able to grow by more than 400%

If you're passionate about technology and looking for a challenging and rewarding career that can take you places, Compound Group is the place for you!

We are seeking a talented and experienced Remote Lead AI Data Scientist to join our team on a Part-time basis. Our company provides custom AI development services, and we need someone who is strong in Python and has experience working in a senior role at custom development agencies.

As a Lead AI Data Scientist, you will be responsible for developing and implementing custom AI solutions for our clients. This role requires someone with extensive experience in Python, and who has a solid background in custom development agencies. You will also be expected to work in a senior role and contribute to the overall success of the company.

Why this is an amazing opportunity:

- Opportunity to grow. Joining our team offers the opportunity to be part of a rapidly growing business department. With a total of 15 employees, we have established a dynamic and thriving work environment. Moreover, our experience of successfully running this business model for over 6 years ensures stability and a proven track record of success.

- Freedom. The position is fully remote (work from home, a co-working space, a café, etc.).

- Autonomy. As long as you’re executing our processes properly, you won’t be micromanaged.

- Fairness. We value open communication, directness, and transparency. We want the collaboration with our full-time freelancers to be a win-win for both sides.

- Passion and purpose. Work with a passionate team that really cares about doing quality work and helping clients to make their businesses grow.

- Quality. We place a big emphasis on providing high-quality service and actually getting people results. Before taking on new clients, we set realistic expectations and make sure that they understand the relationship they’re going into.

- A winning culture. We focus on sustainable, optimal growth instead of just growing as fast as possible.

- You will face a rational, honest, and friendly culture with a high focus on achievement. This is not for everyone. We’ve found that a lot of people do not like direct feedback about improvement areas or to have pressure to achieve specific things. However, some people understand the long-term benefits of this and value it accordingly.

- We want you to perform your best and will be completely transparent with all information.

- Competitive salary (depending on your level of experience).

Requirements:

- 2 years of machine learning engineering experience

- 3 years of AI data science experience

- At least 1 year of management experience

- Ability to work independently and meet deadlines

- Strong communication and problem-solving skills

- This is a Part-time job opportunity

- Compensation: We offer a very high compensation based on your experience

We are proud to be at the forefront of leveraging AI & Machine Learning technology to deliver innovative solutions tailored to meet our clients' unique needs.

Previously, we have been able to grow by 71% year over year. However, in 2023 alone, we’ve been able to grow by more than 400%

If you're passionate about technology and looking for a challenging and rewarding career that can take you places, Compound Group is the place for you!

We are seeking a talented and experienced Remote Lead AI Data Scientist to join our team on a full-time basis. Our company provides custom AI development services, and we need someone who is strong in Python and has experience working in a senior role at custom development agencies.

As a Lead AI Data Scientist, you will be responsible for developing and implementing custom AI solutions for our clients. This role requires someone with extensive experience in Python, and who has a solid background in custom development agencies. You will also be expected to work in a senior role and contribute to the overall success of the company.

Why this is an amazing opportunity:

- Opportunity to grow. Joining our team offers the opportunity to be part of a rapidly growing business department. With a total of 15 employees, we have established a dynamic and thriving work environment. Moreover, our experience of successfully running this business model for over 6 years ensures stability and a proven track record of success.

- Freedom. The position is fully remote (work from home, a co-working space, a café, etc.).

- Autonomy. As long as you’re executing our processes properly, you won’t be micromanaged.

- Fairness. We value open communication, directness, and transparency. We want the collaboration with our full-time freelancers to be a win-win for both sides.

- Passion and purpose. Work with a passionate team that really cares about doing quality work and helping clients to make their businesses grow.

- Quality. We place a big emphasis on providing high-quality service and actually getting people results. Before taking on new clients, we set realistic expectations and make sure that they understand the relationship they’re going into.

- A winning culture. We focus on sustainable, optimal growth instead of just growing as fast as possible.

- You will face a rational, honest, and friendly culture with a high focus on achievement. This is not for everyone. We’ve found that a lot of people do not like direct feedback about improvement areas or to have pressure to achieve specific things. However, some people understand the long-term benefits of this and value it accordingly.

- We want you to perform your best and will be completely transparent with all information.

- Competitive salary (depending on your level of experience).

Requirements:

- 2 years of machine learning engineering experience

- 3 years of AI data science experience

- At least 1 year of management experience

- Ability to work independently and meet deadlines

- Strong communication and problem-solving skills

- This is a full-time job opportunity with 40 hours/week workload

- Compensation: We offer a very high compensation based on your experience

We are seeking a skilled professional to assist in the creation of a motorsport AI commentator for iRacing. The AI commentator should be able to provide real-time, engaging commentary during races. The ideal candidate should have a strong background in artificial intelligence, natural language processing, and machine learning. Additionally, knowledge and passion for motorsports, particularly iRacing, is highly desirable. The main responsibilities of the role include developing the AI algorithm, training the AI on motorsport-related data, and implementing the virtual commentator into the iRacing platform.

Machine Learning, and Fake News Detection

how NLP and Machine Learning work

- how to train models

There is no need for super preparation, but I would like an example we could follow: local Python script / Jupiter Notebook.

Ready-to-use Kaagle stuff is fine.

We know how the end product should function but we don't know how to put it together???

We need help in creating a AI and Machine learning platform to identify certain characteristics in crop fields in agriculture from images taken by drones.

The platform need to identify crops, growth stages, yield estimates from different growth stages, identify damage to crops from insects, nutrient deficiencies, climate anomalies, identify weeds

Dear freelancers

This is a research collaboration job. More details will be provided after the proposal is accepted. Screening questions will also provide more information.

We are seeking collaborators in the following fields:

1. Blockchain technology; 2. Information technology; 3. Artificial intelligence; 4. Machine learning; 5. Women's empowerment; 6. Human-computer interaction; 7. Educational Technology; 8. Information Sciences; 9. Recommendation Systems; 10. Economics and Finance; 11. Environmental Pollution; 12. Sustainability; 13. Applied Sciences; 14. Electronics; 15. Operations Research; 16. Decision Making; 17. Banking; 18. Green Finance; 19. Mathematical Modeling; 20. Climate Change; 21. Energy; 22. Investing; 23. Environmental Science; 24. Internet of Things; 25. Supply Chain Management

Project Overview:

We are on the lookout for proficient developers to work on enhancing our CRM product. The project entails adding mapping functionalities for effortless CSV contact imports, developing expansive data reporting tools, and creating sophisticated algorithms for job and service matching. Ideal candidates should possess a blend of front-end and back-end development expertise, coupled with experience in data science and machine learning.

Key Responsibilities:

Integrate mapping tools for importing CSV files into our CRM system.

Implement robust data validation processes to ensure accuracy in contact imports.

Enhance the CRM's data reporting capabilities, including the development of customizable reports and real-time analytics.

Develop and integrate machine learning algorithms for effective job and service matching within the CRM.

Work collaboratively with our team to meet project requirements and offer technical insights.

Ensure thorough testing and debugging of new features for optimal performance.

Maintain clear documentation of development processes and code.

Required Skills:

Proficiency in relevant programming languages (e.g., Python, JavaScript, SQL).

Solid experience with CRM platforms and a deep understanding of CRM dynamics.

Background in data science with practical experience in machine learning algorithms.

Familiarity with data visualization and reporting tools.

Commitment to writing clean, maintainable, and efficient code.

Experience with version control systems (e.g., Git).

Strong problem-solving abilities and meticulous attention to detail.

Preferred Qualities:

Prior experience in CRM system enhancements.

Knowledge of data privacy and security protocols.

Effective communication skills and teamwork capabilities.

Cryptocurrency DAO Machine Learning Engineer is a team of experts specializing in the development and application of machine learning and artificial intelligence algorithms for data analysis and process optimization in the field of cryptocurrencies and decentralized autonomous organizations (DAOs).

Team members have deep knowledge of cryptography, blockchain, economics, and statistics, as well as experience with various machine learning algorithms, including neural networks, clustering methods, time series analysis, and forecasting.

They are able to design and implement innovative machine learning models specifically tailored to deal with cryptocurrency-related data such as prices, trade volumes, transactions, and internal factors affecting price dynamics.

The team's goal is to create and develop automated systems based on machine learning to optimize decision-making processes in DAOs. This may include predicting market trends, determining the best time points for buy/sell transactions, analyzing risk and making decisions based on data from the blockchain and other sources.

Cryptocurrency DAO Machine Learning Engineer team is an ideal partner for projects that seek to harness the power of machine learning and artificial intelligence to improve efficiency and profitability in cryptocurrency and DAO management.

Translated with www.DeepL.com/Translator (free version)

I am looking to hire a freelance AI/machine learning engineer to help build a custom AI system that can ingest and analyze unlimited sized PDF documents and books. The key requirements are:

The system should be able to extract text, classify topics, identify entities, and determine sentiment for large PDF files and ebooks.

It should be able to continuously learn and improve its analysis capabilities from new documents over time.

The system will be built using Google Cloud Platform services like Cloud Natural Language API, Cloud AutoML, BigQuery, Vertex AI, Cloud TPUs etc.

Data preprocessing pipelines need to be developed using Cloud Dataflow for cleaning and transforming text data at scale.

Model training, evaluation, and deployment workflows need to be implemented with Vertex AI.

The entire development process has to be comprehensively documented with screenshots and video recordings for each step. Detailed architecture diagrams, code snippets, demo videos will need to be provided.

Code should follow best practices and be modular, scalable and well-commented for maintainability.

Required Skills:

Proficiency in Python and experience with NLP, TensorFlow/PyTorch

Familiarity with Google Cloud Platform services

Experience building and productionalizing machine learning systems

Strong written and verbal communication skills

We are seeking a skilled Data Scientist or Machine Learning Engineer to complete a project related to data science and machine learning. The successful candidate will work on four distinct projects, each requiring a unique set of skills and understanding in areas such as data preprocessing, linear regression, classification models, cluster analysis, artificial neural networks (ANN), and text mining.

We're looking to complete this project within 3 weeks. Relatively small project, very doable in 3 weeks for an experienced developer.

**Key Responsibilities:**

1. **Data Preprocessing Project**:

- Understand and execute a Jupyter Notebook tutorial on data preprocessing.

- Select and preprocess an unclean dataset or reengineer a clean dataset for preprocessing.

- Document the preprocessing techniques and insights.

2. **Linear Regression and Classification Tree Project**:

- Apply simple and multiple linear regression models on a chosen dataset.

- Perform regression and classification on a provided dataset.

- Discretize continuous data and create a classification tree.

- Analyze model accuracy and document findings.

3. **Classification Models Project**:

- Apply various classification models on a chosen and a provided dataset.

- Perform feature selection, data splitting, and accuracy analysis.

- Compare the performance of different models and create visualizations.

- Summarize the approach and results in a report.

4. **Cluster Analysis, ANN, and Text Mining Project**:

- Perform k-means clustering and hierarchical clustering on the IMDB Dataset.

- Conduct text mining using count vector and TF-IDF vector.

- Implement ANN for classification and compare with other models.

- Preprocess data for ANN and document the process and findings.

The candidate will be responsible for completing this within specified deadlines while maintaining a high standard of integrity and quality. This role offers an opportunity to apply theoretical knowledge in practical scenarios and contribute to advanced learning in the field of data science and machine learning.

Hello. We are seeking a talented and experienced AI and machine learning developer to work on an exciting project aimed at improving road and highway safety. The primary objective of this project is to develop AI and machine learning models that can better predict driver and vehicle characteristics to reduce motor vehicle accidents, pedestrian accidents, litigation, and enhance overall driver safety.

Project Overview:

The project will involve leveraging various data sources, including information from the United States Department of Transportation (USDOT) and other relevant databases that are updated monthly. We will also be using API data from vehicle performance and statistics providers to enhance our predictive models.

Key Objectives:

Develop machine learning algorithms to analyze and predict driver behavior based on historical data.

Create models to assess vehicle performance and predict potential safety issues.

Integrate real-time data from API sources to enhance the accuracy and relevance of predictions.

Implement data visualization and reporting tools to communicate safety insights effectively.

Continuously refine and improve the models through ongoing data collection and model training.

Requirements:

We are looking for a skilled developer with the following qualifications:

Strong expertise in AI and machine learning, with a proven track record of successful projects in similar domains.

Proficiency in data analysis, data preprocessing, and feature engineering.

Experience with relevant programming languages and libraries, such as Python, TensorFlow, PyTorch, or scikit-learn.

Familiarity with working with large datasets and data pipelines.

Knowledge of data visualization tools and techniques.

Excellent communication skills to collaborate with our team effectively.

An understanding of road safety and transportation data is a plus.

How to Apply:

If you are passionate about using AI and machine learning to make our roads safer and meet the project's objectives, please submit your proposal. In your proposal, include:

Your relevant experience and expertise.

Details of previous projects related to AI and machine learning.

An outline of your approach and methodology for this project.

Estimated timelines and milestones.

Your rate or budget for the project.

We look forward to working with a talented individual or team who shares our commitment to enhancing road and highway safety. Let's collaborate to reduce accidents, save lives, and improve overall road safety.

We are seeking a talented and creative individual to develop and execute interesting proof of concepts (POC) in the field of Artificial Intelligence (AI). The ideal candidate will have a strong understanding of AI technologies and be able to effectively demonstrate their potential through innovative POC projects. The main responsibilities of the role include identifying suitable AI use cases, developing POC prototypes, and presenting findings to stakeholders. The candidate should possess the following skills:

- Proficiency in AI technologies and frameworks

- Experience with machine learning and deep learning algorithms

- Strong programming skills in Python or other relevant languages

- Ability to work independently and collaboratively in a team

- Good communication and presentation skills