Machine Learning (ML) Jobs

Please only bid if you have experience in song generation using AI. Your expertise will contribute to a cutting-edge project that combines music generation with voice cloning to create songs sing by virtual persons. We want our app to have the following features. - Create unique music based on user input information (speed, type, length...). - Create music based on the voice provided by the user - Change the voice of music provided by the user to the voice provided by the user Frontend is already done. The model we want must be able to perform two large functions. 1. Generate a song based on the text entered by the user using the sample voice selected by the user. 2. Converts the voice of the song uploaded by the user to the voice selected by the user. To achieve this, the developer...

I need a professional with experience in developing machine learning models that can help me create a model that will calculate true odds for horses in races. Your main task will be to analyze past performance data, race results, and betting data and develop a model that can find positive expected values within the races. Key requirements: - Experience in developing machine learning models for predictive analytics. - Ability to work with and analyze horse racing data. - Strong understanding of odds calculation and betting practices in horse racing. I'm looking for candidates with a strong background in statistics and data analysis, particularly in the field of sports betting. Successful freelancers should include their experience in developing similar models in their application...

I'm looking for an experienced AI developer to assist me with creating a new AI assistant for my business. I am looking for AI that will assist to my visitor in my creation space. Actually, I have a space like co-working zone where visitors usually work and create different projects and do some creative things.

I'm looking for a Python developer to create a custom app for data analysis. This app will mainly focus on handling and analyzing scientific data. Key Requirements: - Data Analysis: The primary function of the app will be to handle a large volume of scientific data. The app should be able to perform complex calculations and statistical analysis. - Visualization: The app should include features to visualize the analyzed data. The primary visualization should be through charts and graphs, allowing for clear representation of the results for easier interpretation. Ideal Skills and Experience: - Proficiency in Python: Extensive experience with Python programming is a must, as the entire application will be built in Python. - Data Analysis: A strong background in data analysis, particul...

I am in immediate need of a Senior Machine Learning Engineer who has an advanced level of experience in the field. Your expertise in machine learning should be well-proven and you should be able to demonstrate this with your resume. Key Skills & Expertise: - Advanced level of experience in machine learning - Direct experience with Decision Trees, Logistic Regression, and Neural Networks - Previous engagement with Fraud Analytics projects is a must - Exceptional analytical and problem-solving skills Your primary responsibility will be to apply your machine learning skills to a fraud analytics project, so previous experience with similar projects is highly beneficial. If you have the right experience and can provide a resume demonstrating your qualifications, I would be keen to hear...

I require a skilled professional to develop a machine learning model for predictive analytics revolving around weather data. The end objective is to accurately predict air quality. Main Responsibilities: - Development of a predictive analytics model using machine learning techniques - In-depth handling and processing of weather data Ideal Candidate: - Solid experience in Machine Learning, with a focus on predictive analytics - Proficient in handling and analyzing weather data - Skilled in integrating and adapting machine learning models into software applications - Previous experience in air quality analysis will be a plus Overall, the project focuses on leveraging weather data to foresee air quality conditions. Your trained model should empower decisions based on its predictions.

I need a desktop application that can be run on Windows machines over a local area network (LAN). The primary function of the application will be to gather specific details about the computers on the network. Key Features: - The application should collect and store information such as MAC address, IP address, and disk serial number. - The user should be able to enter a computer name to retrieve and store the relevant details in a dedicated file named ''. Ideal Candidate: - Proficient in Python - Experience in developing desktop applications for Windows - Knowledge of networking concepts and system information retrieval - Familiarity with data storage and file handling in Python .

I'm in need of a professional who can help me with a machine translation project. I need Google Colab notebock that automates the translation process using pre-trained Arabic translation models. This notebook will: * Efficiently translate the entire (Multi-News) dataset. * Enable Try first some examples then compare the translation with the translation provided by chatGPT * Find a way to measure the similarity between the 2 translations, check if you can use Rouge. Here is what the job involves: - **Purpose of the Translation:** My intention is to use this translation to train my deep learning model. The translations will be used to train the transformer for a specific project, meaning that the quality and accuracy of the translations are crucial. - **Desired Output:** The machi...

I'm looking for a Python expert to help me with a Knapsack Problem (KP) assignment. Key Requirements: - The purpose of this assignment is to optimize the Knapsack Problem (KP) using a Greedy algorithm. - Your code should be in Python. Ideal Skills: - Strong proficiency in Python. - Solid understanding of the Knapsack Problem. - Experience with optimizing algorithms using Greedy approach.

I'm in search of a professional Python developer with deep understanding in machine learning to assist with a project. Here's what you should know: - Unfortunately, I did not specify which machine learning tasks I needed support with, but your extensive knowledge in the field should enable you to adapt and adjust as necessary. - I'll require a machine learning source code that can be readily integrated into a project. The final outcome would be a robust, versatile source code that is free of bugs and scalability issues. - The entire source code base should be scripted in Python. If you are proficient in Python and have comprehensive experience in coding machine learning algorithms, you could be a perfect fit for this project. Please only send bids if you are confident you...

I am looking for a talented Earth Engine expert to build a model that will allow me to effectively identify potential dumpsites using satellite imagery and the Random Forest machine learning algorithm. Key Responsibilities: - Collect and preprocess satellite imagery data - Develop an Earth Engine model capable of identifying potential dumpsites Ideal candidate should: - Have experience in satellite imagery analysis - Be proficient in using Google Earth Engine - Be skilled in developing and implementing Random Forest machine learning algorithms Your work will empower me to proactively identify and address potential dumpsites, contributing significantly to environmental protection and waste management.

I am in need of a seasoned Python AI/ML developer who specializes in Natural Language Processing, specifically focusing on Text Classification. The task is complex and requires a high level of skill and understanding of AI/ML algorithms. Ideal Skills: - Proficient in Python - Strong experience with AI/ML - Expertise in Natural Language Processing - Track record of successful text classification projects - High attention to detail The successful candidate will deliver a robust and accurate Python AI/ML code that can effectively classify text materials. The developed software should accurately sort and classify written content according to specified categories. This could lead to further similar work for the right candidate. Your previous work experience in similar projects will be the ke...

The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

I'm seeking a talented professional who can assist in building a large language model (LLM). The primary purpose of this model will be to support a machine learning project and provide a similar performance to either GPT Neo or GPT Cc. Key Tasks and Functions: - Perform natural language processing tasks - Generate text as required - Perform machine translation tasks Ideal Skills & Experience: - Proven track record in developing language models - Strong understanding of NLP and machine learning - Prior experience with GPT Neo or GPT Cc would be a significant advantage. Please provide samples of your previous work in this area.

As a visionary looking to leverage machine learning, I'm seeking a professional capable of constructing an efficient predictive analytics model. This project necessitates expertise with structured numeric data, highlighting the necessity for strong proficiency in database management and data analysis. Key tasks include: - Creating a robust predictive analytics model. - Optimizing the model for structured numeric data. - The focus is on predicting a continuous outcome. Ideal candidates will be fully adept in statistical analysis, machine learning algorithms, and software engineering, with a particular emphasis on handling numeric data. Past experience in similar predictive modeling projects will be highly appreciated. I envision success as the development of a highly accurate, effi...

As a passionate sports enthusiast and a data-driven individual, I am seeking an expert in Python with experience in Autogluon. The primary goal of this project is to predict specific MLB and NBA statistics in order to optimize lineups for Daily Fantasy Sports on DraftKings and FanDuel. Key Aspects to Consider: - The project revolves around predicting performance metrics for MLB and NBA players. An ideal candidate will have an understanding of the relevant statistical data in these sports. - Experience with Autogluon is crucial as it will aid in streamlining the process of creating accurate predictions based on the provided data. - The end goal is to utilize these predictions to optimize lineups for Daily Fantasy Sports. This requires a strong grasp of the rules and structures of both Draf...

I'm looking for an AI/ML developer to work on a research and development project. The goal is to develop an AI module that can recognize a birds-eye view of a forest. The module will be tasked with: - Identifying tree species - Monitoring forest health - Counting trees - Measuring tree height The AI module will have access to various types of data to perform these tasks, including aerial images, satellite images, and drone footage. The desired level of accuracy for this AI module is moderate. The ideal candidate should have: - Strong AI/ML development background - Experience in image processing and recognition - Familiarity with working on forest/environmental monitoring projects would be a plus.

I'm in need of a skilled Python and C++ developer to create combinations of 2048 distinct objects, each with precisely 12 words. These combinations are intended for data analysis, so they need to meet specific statistical criteria. Key Requirements: - Create the combinations in Python and C++ - Ensure the combinations are statistically valid for data analysis Ideal Skillset: - Proficient in Python and C++ - Strong background in combinatorics - Experience with statistical analysis - Good understanding of data analysis techniques Once these combinations are generated, they will be utilized to conduct data analysis, so ensuring their accuracy and statistical relevance is crucial. Please only apply if you have the necessary skills and experience to handle this task.

I'm looking to develop a user-friendly platform that leverages machine learning for CV analysis and ranking. Key Components: - **CV Submission**: The platform should allow users to easily upload CVs in either PDF or DOCX format. A straightforward and intuitive UI will be crucial for user adoption. - **AI Algorithm**: The heart of the platform will be the machine learning algorithm. The ideal freelancer should have a strong background in machine learning and experience with natural language processing. They will be responsible for developing the algorithm that will assess the CVs based on the criteria provided and rank them. Key Criteria for CV Ranking: - **Relevant Work Experience**: The algorithm should be able to identify and weigh different levels of experience, giving preferenc...

I'm looking for a skillful developer to create a text recognition ( English language) algorithm that can be implemented on Raspberry Pi 4B. The main objective is to develop a system capable of accurately extracting text from natural scene images. Accuracy is essential, with the expected range standing between 88% and 95%. Key Requirements: - Understand the principles of text recognition, and possess the skills in developing a feasible and efficient solution. - Must be capable of programming in Python or similar languages – necessary for integrating the algorithm with Raspberry Pi 4B. - Familiarity with image processing and Raspberry Pi is highly beneficial, though not strictly compulsory. - The algorithm should be versatile enough to function accurately in varying lighting cond...

I'm looking for a skilled professional to develop a people detection system for an indoor environment. Key Requirements: - The primary goal of this system is for security monitoring. It should have the capability to accurately detect people in different lighting conditions. - I need the system to deliver a high level of accuracy in its people detection. This is a crucial feature that must be fulfilled without compromise. Ideal Candidate: - Proficient in developing people detection systems for indoor environments. - Experienced in ensuring high accuracy for such systems, particularly in diverse lighting conditions. - Strong problem-solving skills to mitigate false positives and false negatives. - Good communication skills to understand and deliver on my specific requirements. Pl...

I'm in search of a skilled machine learning developer with expertise in GPT (Generative Pre-trained Transformer). My goal is to have an AI model that can both correct and standardize postal addresses. The addresses will be provided in CSV files and the output of the model should be accessible via an API for integration into our system. Key requirements: - Proficiency in machine learning with a focus on GPT - Experience in addressing data correction and standardization - Transformers - Pytorch, TensorFlow, Keras, Pandas, Numpy, seaborn, Matplotlib The ideal candidate will have a proven track record of developing AI models, particularly in the realm of addressing data, and be able to provide a detailed timeline for the completion of the project.

As a start, we need someone to continue an existing data scraping project, coupled with Artificial Intelligence for one of Brazil's largest legal platforms, "JusBrasil." The primary task is to effectively scrape and identify case descriptions that deal with our specialty: immigration cases, specifically focusing on citizenship and international law cases. Project Scope and Expectations: - Enhance the existing data scraper to efficiently extract case descriptions from JusBrasil - Implement AI algorithms to accurately determine the relevancy of these cases to our requirements - Leverage keywords such as 'citizenship' and 'international law' to highlight the cases we focus on Skills and Experience Required: - Proficient in data scraping techniques - Exp...

I'm urgently looking for a skilled Python developer to assist me with a project involving data analysis, web scraping, and potentially machine learning. Your role will be crucial in helping me to derive insights from a large dataset and extract specific information from the web. Key Responsibilities: - Conducting in-depth data analysis using Python - Implementing web scraping scripts to collect relevant data - Potentially developing machine learning models (based on your expertise) While the client did not specify the exact libraries, the ideal candidate should be well-versed in Python programming, particularly with libraries such as Pandas and NumPy. Familiarity with Django, although not mentioned, could be a plus if the project expands to web application development. This is a f...

I'm in search of a talented Data Engineer/Data Scientist to help me with the creation of a Data Extraction Pipeline. The pipeline will be responsible for extracting data from documents in PDF/Image format, primarily for the purpose of data cleaning and preprocessing. Key responsibilities include: - Building a robust data extraction pipeline using Python - Implementing data cleaning and preprocessing techniques effectively Ideal candidates for this role should possess the following: - Proficiency in Python, with a strong understanding of data extraction and cleaning - Need to have experience with paid tools and clear understanding among different paid tools. - Can develop a Entire Data pipeline/Extarction system from scratch that can accomodate 50k users with less latency. - Experien...

I'm looking for a talented freelancers to create me a portal with ALL 40s functionalities. UI/UX Design will provided by us.

I'm seeking a skilled developer to create a sophisticated machine learning system aimed at predicting heart risk issues for patients. This system is intended to primarily benefit doctors, patients, and admin workers in the medical field. Key Responsibilities: 1. Developing Predictive Models: The main objective of this system is to efficiently predict the likelihood of a patient having heart-related issues, specifically coronary artery disease, heart attacks, and arrhythmia. Expertise in machine learning algorithms and predictive modelling is crucial. 2. Integration of Data Sets: The system must be able to handle vast sources of patient data to generate accurate predictions. These include patient's medical history, lifestyle information, as well as real-time health data. Extens...

I am in need of a proficient Python coder who can develop a robust object recognition system for me. The key tasks for this project are as follows: - Create a Python code able to recognize and detect people and vehicles. - The code not only needs to detect these objects but also provide specific information about them, including flagging any instances of jumping signals via license plate detection. - Additionally, it should be able to identify instances of multiple riders on two-wheelers, whether the riders are Indian or foreign, again using license plate detection. Algorithm 4 different Deep learning Algorithm and tell the best * Yolo * other than Yolo any 3 Deep learning network model The ideal freelancer for this project should demonstrate previous experience in Python c...

As a major part of my project, I'm looking for a specialist well-versed in both sentiment analysis and named entity recognition. You'd be perfect for this project if: - You have substantial experience in Python programming. - You have worked with the Natural Language Toolkit (NLTK). - You have demonstrated skills in sentiment analysis and named entity recognition. Your role would primarily involve working with the NLP tasks, using Python and NLTK. You would play a key role in executing sentiment analysis and named entity recognition for the data. An understanding of these processes, and the ability to work with them efficiently, will be key to the successful completion of this project.

We are seeking a skilled Python language tutor to provide online tutoring sessions for a group of three individuals consisting of two students and their teacher. The course will cover beginner to intermediate level Python programming concepts over four sessions, spread across 15 days. Each session should be a minimum of two hours and no longer than three hours. Responsibilities: - Develop a comprehensive curriculum covering fundamental Python programming concepts. - Conduct engaging and interactive online tutoring sessions for the group. - Provide clear explanations and examples to facilitate understanding. - Offer assistance with coding exercises and assignments. Requirements: - Proficiency in Python programming language. - Previous experience in tutoring or teaching Python to beginners...

As an AI Engineer, I'm looking for a specialist to develop an AI system that is proficient in machine learning and computer vision. In particular, I need the system to excel in image recognition and data analysis. Ideal Skills: - Proficiency in machine learning and computer vision - Extensive experience with image recognition and data analysis - Skilled in Python, TensorFlow, and PyTorch The AI Engineer must also have a solid understanding of the Python programming language, as well as experience working with TensorFlow and PyTorch frameworks. The ideal candidate will be able to demonstrate a strong track record in developing and implementing AI systems that can successfully perform image recognition and data analysis tasks.

I'm looking for a proficient data scientist or machine learning expert to support me with a predictive analysis project. Key Project Details: - Objective: The primary goal of this project is to conduct a comprehensive predictive analysis. - Data Type: The data used will be categorical, and I need the freelancer to have expertise in handling and analyzing this type of data for predictive purposes. - Application: The results of this analysis are intended to inform important business decisions. Ideal Skills and Experience: - Profound expertise in machine learning algorithms, particularly in the context of predictive analysis. - Strong background in handling and analyzing categorical data. - Proven experience in making data-driven business decisions. I'm looking for a profession...

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I'm in need of a skilled data analyst experienced in machine learning methodologies for a medium-sized project. The task will include: - Working with a dataset comprising both numerical and categorical data - Applying data analysis methodologies to draw insightful conclusions I have a code for 3 classifiers , but the valuse for classification report is the same i want you to solve my problem

I'm in need of a seasoned Data Science Trainer who can cover extensive topics, with a strong grounding in machine learning along with data visualization and statistical analysis. With a target audience of professionals, I seek bespoke, advanced level training. Hours of commitment are flexible, so ideally you would be able to accommodate varying schedules. Skills and experience necessary for this project: - Expertise in machine learning concepts and applications - Proficiency in data visualization techniques - Well-versed in statistical analysis - Experienced in teaching professionals - Open availability Note - 8+ years of experience required as a data scientist Take only Only weekend Classes for Work Professionals

I'm seeking a skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed as soon as possible. Please only apply if you can ...

I'm in need of a skilled python developer who can craft a bot that generates proposal outlines based on a set of keywords I provide. Key Requirements: - The bot should be able to analyze a set of keywords I provide and generate a preliminary proposal outline accordingly. - This outline should be based on basic templates with placeholders that will later be edited by me to fit the specific project. The ideal candidate for this project should have: - Proven experience in developing AI, NLP, and machine learning algorithms. - Strong Python skills, particularly in the area of developing bots. - Excellent communication skills and the ability to understand and implement detailed requirements.

I require an experienced software developer well-versed in Python to update the existing Sketch2Code program. The essence of the project is the revision and incorporation of fresh code. Despite the platform was not clarified, having diverse compatibility skills might be advantageous. Key Requirements: - Familiarity with Sketch2Code or similar tools. - Demonstrable proficiency in Python programming language.

I need a seasoned GNN specialist, highly skilled in machine learning and data analysis. The project requires support as domain expertise, rather than specific application to finance, healthcare or marketing. Key Responsibilities: - Act as a domain expert - Guide through broader concepts of GNN Ideal skills and experience: - Proficient in Machine Learning - Strong Data Analysis abilities - Deep understanding of Graph Neural Networks - Prior experience acting as a domain expert within GNN projects would be a bonus.

I'm seeking an experienced developer to create a ChatGPT4-enabled chatbot that will be embedded into my own HTML page for personal use. The chatbot needs to: - Understand natural language for efficient dialogue - Offer text-based chat capabilities - Be capable of uploading documents for chat interactions Some key elements for this job include: - Familiarity with ChatGPT4, an advanced language model - Expertise in HTML for seamless embedding of the chatbot - Strong understanding of natural language processing Keep in mind that user authentication is not required, and the chat will not be tailored for various user inputs - it's purely for individual chats based on documents I upload. Looking forward to working with someone who can transform this idea into reality.

I am seeking an intermediate Research Assistant to help me with several tasks related to a research project I'm working on. The following tasks are required: - Data collection - Literature review - Finding suitable journals - Modeling and coding - Finding related talent - Scripting Ideal candidates will be proficient in the above areas, especially with data collection and literature reviews, and be able to identify suitable journals for publication. Basic to intermediate modeling, coding, and scripting skills are also necessary. In terms of communication, I would like to be updated on the project status via daily emails. Please ensure your ability and availability to do this. Requirements for this role: - Intermediate level experience in research assistance in ML/DL domain ...

I'm in need of someone with solid expertise in predictive modeling using machine learning and artificial intelligence. Key Project Details: - The project's primary aim is to create a predictive model. - The model will work with data, though the specifics are not provided. - The expected accuracy level for the model has not been specified. The ideal candidate should: - Possess considerable experience in creating predictive models. - Have a strong background in machine learning and artificial intelligence. - Be able to adjust model creation strategy based on type of data to be used. - Have a history of delivering effective predictive models. Please provide examples of your previous work in the field and any relevant qualifications that showcase your capacity for this project.

I'm looking for an experienced data analyst with expertise in python and data modelling to apply a model and predict greyhound results either winner / loser or position. I have attached a data file 8000+ races and 68 data features. The last two columns contain a finishing 'position' and winner classification. Once you have a model that you think is working I will send you a new data file which your model has not seen and you can provide your predictions. If the model work wells then I am happy to pay for it.

I'm looking for a Python developer who has experience working with ONNX runtime and Huggingface's Transformers model. The primary application of the ONNX model is for vision-language tasks. Key requirements for this project include: - Exporting an ONNX runtime web model from a Huggingface Transformers model - Enabling real-time inference with the ONNX model Ideal candidates will have: - Strong proficiency in Python - Familiarity with ONNX runtime - Prior experience with Huggingface's Transformers - Knowledge in handling vision-language models Your responsibilities will include: - Developing and testing the ONNX runtime web model - Ensuring the model is capable of real-time inference - Providing documentation for the model's deployment

The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

I am looking to develop an AIOPS system that primarily focuses on user behavior logs for proactive monitoring. Here's a brief outline of my requirements: - The main objective is automated incident management, efficient anomaly detection, active threat detection and generating tailored training programs to teach the solution. - The system should exclusively work with user behavior logs. Ideal candidates will have a proven track record in implementing similar systems and should have extensive experience working with AIOPS systems, threat detection, and manual neutralization strategies. Knowledge and experience with user behavior logs will be a significant advantage.

I need a Python project completed and a detailed project report made on business analytics. - Main Objective: The main objective of the project is business analytics. - Data Type: The data to be analyzed is stock data. - Expected Output: The report should be based on the data analysis and should be according to the questions given. Ideal skills and experience: - Strong Python programming skills - Experience in business analytics - Proficiency in writing detailed project reports - Understanding of stock data and its analysis -The write ups in report can not be AI generated or plagiarized. -I will provide the datasets. Please bid if you're confident in completing the project and writing a comprehensive report based on the analysis.

I'm looking for a skilled digital marketer who can help me attract more students for my coaching sessions focusing on C, HTML, and Basic Python. Key Responsibilities: - Devise and execute a comprehensive digital marketing strategy to increase student enrollment. - Implement various digital marketing tactics to generate leads and conversions. - Leverage appropriate channels to target potential students interested in learning C, HTML, and Basic Python. Ideal Skills & Experience: - Demonstrated success in digital marketing, especially in the educational sector. - Expertise in lead generation and conversion, specifically for educational services. - Proficiency in using digital marketing tools and platforms to reach target audiences. - Understanding of C, HTML, and Basic Python is a ...

We are seeking a Microsoft Autogen Studio expert to join our team on a freelance basis. As a Microsoft Autogen Studio expert, you will be responsible for designing, developing, and deploying Microsoft Autogen Studio systems for our clients. Responsibilities: Design and develop Microsoft Autogen Studio systems for a variety of use cases Train and fine-tune Microsoft Autogen Studio models Integrate Microsoft Autogen Studio systems with existing workflows Provide ongoing support to clients Qualifications: Experience with Microsoft Autogen Studio Proven ability to design and develop AI models Strong understanding of machine learning principles Excellent communication and collaboration skills Benefits: Competitive hourly rate Flexible work schedule Opportunity to work on cutting-edge AI pro...

I'm seeking an AI specialist to build a YOLOv8 model for early detection of breast cancer on mammography images. This project aims to automate the identification of cancerous regions, ultimately improving the accuracy of breast cancer diagnoses. Key Requirements: - Extensive experience in developing medical image analysis algorithms, particularly with a focus on mammography images. - Proven skills with Python and expertise in working with YOLO algorithms. - Knowledge of breast cancer and its typical representations in mammograms would be highly beneficial. To be successful in this project, optimal performance in precision, recall, and F1-score is expected as outcomes from the YOLOv8 model.