Decision tree learningJobs

SEO for We would like to be in top of search engines so that we can get natural visitors as we are not going to pay Google or Facebook for advertising since we are a non profit organization supporting municipalities to get their citizens a job. We need decision makers in municipalities to visit out site in www, FB and LinkedIN in order to get new clients. The website is in Danish - hope that wont be a problem...

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...track the progress of the students as they move through the courses. - Discussion Forum: A forum that allows students to interact with each other, ask questions, and discuss topics related to the course material. Content Offered: - Video Courses: The platform will have video lectures. - Text-based Courses: Supporting materials in text format. - Interactive Quizzes: Regular quizzes to reinforce learning. - Ispring & similar tools: Ability to embed content from these tools. - Multimedia: The platform should support and display pictures, sounds, and picture with sound content. Design and Branding: - I already have a specific design and branding in mind for the platform. You will be responsible for implementing this design. Generally: I want A ready-made education and training...

I’m quite familiar with Moodle. It’s a widely used open-source learning management system (LMS) that supports educators in creating and delivering online courses. Moodle offers various features, including customizable course creation, quizzes, assignments, forums, and grade management. It is highly flexible and can be tailored to fit different educational needs. If you have specific questions about Moodle, such as how to perform certain tasks or best practices for using it, feel free to ask!

My project requires an expert in machine learning, particularly with a focus on using Python for neural networks. Ideal Skills and Experience: - Proven experience in machine learning projects - Expertise in Python programming - Proficiency in neural network programming - Strong understanding of deep learning Your understanding of machine learning principles, advanced Python programming, and neural network frameworks will be pivotal to the success of this project. Please detail your relevant experience and provide examples of similar projects.

I need a professional to develop an engaging medical education...format course with an integrated question bank. Here, the primary objective is e-learning of anatomy through a substantial base of over 1000 multiple-choice, true or false questions and short answer questions. Ideal skills and experience to have: - Expertise in e-commerce website development - Experience in creating intuitive, user-friendly layouts - Knowledge of online education or e-learning websites would be advantageous - Familiarity with designing interactive question types, such as multiple-choice and true or false questions - Capacity to handle widespread content effectively Your job will be to incorporate these aspects to ensure the final product is not just functional but also fosters effective lea...

As a professional in computational chemistry or biophysics, I'm currently looking for an expert mentor in the field to guide me through various aspects of molecular modeling and simulations. Key Responsibilities: - Provide advanced expertise in Protein structure prediction, Mo...Molecular simulations, Coarse-grain modeling - Proven experience in mentoring or teaching - Excellent communication skills and the ability to convey complex technical information in a clear and concise manner Your guidance will be crucial in helping me deepen my understanding of these topics and improve my practical skills. I'm particularly interested in a structured, systematic approach to learning and problem-solving in the area. Looking forward to finding an experienced mentor to guide me t...

...functionality related to Language modeling and retrieval augment generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app Essential skills for this project include a strong background in Python programming and experience with deploying applications on different operating systems. Previous work in natural language processing (NLP) or machine learning operations (MLOps) will also be a strong advantage. Your understanding of text generation and the specific functionalities mentioned will be key to the success of this project. If this sounds like a task that fits your skill set, I'm looking forward to your bid.

I am looking for a flyer with an Arabesque design for kids. Arabic Language Institute (add logo) presents Arabic for Kids (add picture of kids learning Arabic) Ages 5 to 10 - Reading - Vocabulary - Speaking Starting Saturday, June 1st at Masjid Darul Islam 602 Salem Ave, Elizabeth, NJ Class Options 1 Day $10 per day 2 Days $15 per weekend Saturday 12:00 noon to 1:30pm Sunday 12:00 noon to 1:30pm Scan QR Code for Registration

...potential, while Ben, aged 14, and Emma, 8 years old, are at critical stages in their academic journey. Yet, without financial assistance, their dreams of receiving a quality education may remain out of reach. Your support will directly impact the lives of these three children by covering their school fees, purchasing essential supplies, uniforms, and ensuring they have access to a conducive learning environment. By investing in their education, we're not just providing them with knowledge; we're empowering them to break free from the cycle of poverty, build brighter futures, and become agents of change in their communities. Together, we can make a tangible difference in the lives of Alice, Ben, Emma, and countless other children across Uganda who deserve the chance t...

...experienced Online Marketing Research Specialist to join our team. Here’s what we’re looking for: Product Research: Dive deep into online products, gathering essential details about features, specifications, and availability. Manufacturers and Suppliers: Identify reliable manufacturers and suppliers, ensuring access to top-quality products. Pricing Insights: Analyze pricing trends to empower informed decision-making. Market Understanding: With a sharp eye for product marketing, provide valuable insights into positioning and promotion strategies. Qualifications: Bachelor’s degree in Marketing, Business, or related field. Proficiency in data analysis tools. Excellent communication skills. Join us in shaping the future of our brand! This is a monthly pay project...

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I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months that's nowhere el...

-The Excel workbook should comprise multiple worksheets showing the models, the regression analysis summary, the comparison of model performance, the decision tree, and the calculations you used to answer the task questions that require you to complete in Excel USING SOLVER. -report should be mainly for the economic order quantity (EOQ) analysis and the answers to the qualitative questions. No introduction -1900 word report -There should be at least FOUR worksheets in the Excel workbook. Two of them should show the following two demand forecasting methods that you are required to use to forecast the demand of 5 kg ice bags at Caltex, a petrol station in Melbourne. 1. Moving average 2. Static method. for the other two: summary of the regression analysis for the static method...

We're seeking a highly skilled and experienced Salesforce freelancer to join our team and provide up to 12 hours a week of exceptional support for a variety of Salesforce Clouds, including: Sales Cloud Service Cloud Financial Services Cloud Experience Cloud Responsibilities: Manage and resolve incoming Salesforce support tickets with a focus on efficiency and accuracy. Diagnose issues ac...Developer (PD1/PD2) credentials are highly preferred. Additional Salesforce certifications (e.g., Financial Services Cloud) a strong bonus. In-depth knowledge of Lightning Web Components (LWC), Flows, and Salesforce automation tools. Excellent communication skills with a professional-proficiency in written and spoken English. A proactive, results-oriented approach with a commitment to continuous ...

I am looking for an AI trainer proficient in Python or java to assist me with my AI project. Key Requirements: - Proficiency in Python: You should be adept in using Python for AI projects. - Machine Learning and Deep Learning Skills: Ideally you will have a solid foundation in machine learning and deep learning concepts and their practical applications. - Communication Skills: A good trainer should be able to explain complex ideas in simple terms. I will require online and offline assistance, so you should be comfortable with both modes of training. The ideal candidate should be able to provide regular updates and feedback on my progress. I am eager to get started and would appreciate if you could commit some time to this project.

I am seeking an AI and deepfake technology expert to assist me in implementing deepfake technology for educational purposes. The primary task is to set up the software and create moderately realistic deepfake outputs for general learning. Key Responsibilities: - Implementing deepfake technology following my instruction and provided video link. - Creating moderately realistic deepfake outputs for educational purposes. Requirements: - Expertise in AI and deepfake technology. - Prior experience of setting up and implementing deepfake technology. - Ability to create realistic deepfake videos suitable for educational purposes.

I'm looking for a talented individual who can help me develop an LLM text model which behaves like a virtual girlfriend. This text model must be engaging in intelligent dialogue...trained from scratch or, if you have knowledge of current models, adapt it to your needs. - The person must know how to configure the backend of the model to limit illegal content or prohibited dialogue contexts. Ideal skills and experience for this job include: - Proven experience in developing AI-driven chatbots or virtual assistants - Proficiency in natural language processing (NLP) and machine learning - Strong understanding of emotional intelligence and how to incorporate it into AI models - Master Python * If you have any questions, you can write to me and coordinate a test. We will also prese...

I am seeking an expert in machine learning and computer vision who can craft an advanced object detection algorithm. This algorithm will be employed in outdoor settings and must have the capability to accurately identify vehicles, animals, and pedestrians. Essential Skills and Experience: - Expertise in Machine Learning and Computer Vision - Understanding of outdoor environments and their varied conditions - Prior experience in developing object detection algorithms - Familiarity with vehicles, animals, and pedestrian detection The goal is to devise an algorithm that can track and distinguish between multiple objects in outdoor scenes with different weather, light, and visibility conditions. It should perform reliably under these compounded factors.

Im looking to have a Solana ping bot with the ability to detect and attempt to filter out potential scams based on machine learning software. Ensuring that daily 10-100x calls are made effectively. Key Requirements: - AI & Machine Learning Proficiency: The ideal candidate will be well-versed in AI and machine learning technologies, able to design a bot that can learn and adapt to new scamming tactics. - Solana Ecosystem Expertise: Strong understanding of Solana and its projects is crucial to successfully identify potential scams. - Telegram Integration: The bot should be designed to work seamlessly within the Telegram app. I'm looking for an active developer who can work alongside me in this exciting new venture. Please get in touch for further discussions.

I'm in need of a proficient web designer who can help create a user-friendly website to promote my business. The business revolves around organizing and promoting various types of events, including business conferences, social gatherings, and live performances. Key Requirements: - Aesthetic appeal: The website should have an attr...gallery for previous events. Required Skills: - Experienced in web development and design - Proficiency in using CMS tools and SEO - Experience in working with event-related websites is an advantage. I look forward to seeing high-quality portfolios that showcase your style and expertise. Please include relevant links in your proposal. Time efficiency and cost-effectiveness will be factors in my decision. Let's create a platform that elevate...

I'm in need of a freelancer to assist with labeling text tweets by topic (to aid in machine learning research). Key Requirements: - Labeling 1,000 tweets as to whether they are about the topic sustainability - Must be labeled by hand (no machine learning or AI) by a native English speaker Task: -Open the attached spreadsheet -Read the FULL TEXT of each tweet. Also read the brand handle and sector for reference. Make sure to pay attention to any hashtags included. -You do not need to open any URLs. Make your judgment based only on the text. -If the tweet is about sustainability, enter "1" in column E. If it is not about sustainability, enter "0" in column E. -Note that "sustainability" is a broad topic -- it is often a judgment call as to...

Nous recherchons un développeur full-stack expérimenté pour créer une plateforme de e-learning dédiée à la préparation exhaustive du TAGE MAGE. Ce test est un examen standardisé, composé de divers sous-tests, utilisé pour l'évaluation des compétences managériales et de logique. Objectifs et Fonctionnalités Principales : Développement d'une Landing Page intégrant vidéo introductive, options d'inscription et de connexion. Intégration de paiement sécurisée avec STRIPE, nécessitant la création de comptes utilisateurs. Structure modulaire du site pour les cours, entraînements et tests blancs, avec redirecti...

I'm currently seeking a highly skilled and experienced tutor who is capable of teaching intermediate mathematics to teenagers via engaging video lessons. Key Responsibilities: - Create easy-to-understand, engaging video lessons aimed at teenagers - The less...keep the interest and attention of teenagers during lessons Ideal Skills and Experience: - A background in teaching or tutoring, specializing in mathematics - Excellent communication skills, particularly on video - Comfortable with digital tools and technology - Understanding of teenage learning requirements and challenges - Ideally, someone who can make math exciting and less intimidating for learners. Please consider how your style and experience can contribute to keeping teenagers engaged while learning int...

...personalized, in-depth insights catered to my capacities, skills, and learning speed. We will explore challenges and complex concepts together. Patience and exceptional communication are crucial. - Expertise in Java and Python: You must demonstrate a solid understanding and practical application of these languages in the industry. Exit profiles such as the development of complex systems, application in advanced artificial intelligence, or extensive backend management would be ideal. - Advanced Level Programming: I need a tutor who can help me comprehend and implement advanced aspects of programming beyond basic syntax and concepts. Some topics of interest include multi-threading, database connectivity, advanced algorithms, machine learning, and AI. Please provide proof...

...website will be varied, including: - **Patients**: I want the site to be easily navigable for patients seeking our services. - **Healthcare Professionals**: This section should speak to professionals who may want to collaborate or refer patients to us. - **General Public**: I need the site to be informative and engaging for people who might not be in the healthcare field but are interested in learning about our work. I have a preference for a clean and modern design for this website. The design should be professional yet inviting, and should reflect the high standards of my company. I am looking for a web developer with experience in healthcare website design and development, and who can bring a creative yet professional touch to the site. Experience with user-friendly interfa...

Somos pioneros en la creación de experiencias de aprendizaje digital que transforman la forma en que las empresas desarrollan el talento de sus equipos. Combinamos metodologías de vanguardia, tecnologías inmersivas y diseño instruccional experto para crear cursos e-learning personalizados que inspiran, motivan y generan resultados tangibles. Nuestro enfoque se basa en: Innovación: Exploramos constantemente nuevas herramientas y tendencias para diseñar soluciones de aprendizaje que superen las expectativas. Interactividad: Creamos experiencias de aprendizaje participativas que fomentan la colaboración, el pensamiento crítico y la resolución de problemas. Impacto: Medimos el éxito de nuestros cursos a travé...

...an expert in AI/Machine Learning, particularly in Natural Language Processing (NLP), who can assist in developing a solution using Python, Vector DB, Neo4j and GPT API. The main goal of this project is to create a sophisticated NLP solution that can work with text data such as documents and emails. Key Requirements: - Strong background in AI/Machine Learning, specifically in NLP. - Experience with Python, Vector DB, Neo4j and GPT API. - Ability to deploy the solution on a Local Server. Your tasks will involve: - Developing an AI/Machine Learning solution using the specified tools. - Ensuring the solution is optimized for processing text data. - Deploying the final solution on a Local Server. Ideal candidates should have a proven track record in AI/Machine Le...

...investments Data Source: 200+ proprietary historical records with up to 90 parameters Mentoring requested (to be worked with tech project lead and data engineer): • Data-Preprocessing (missing values, normalization, outliers) • Implementation methods for feature selection (e.g. correlation Analysis, feature importance, etc.) • Identify and run different algorithms (e.g., logistic regression, decision trees, random forests, gradient boosting, neural networks) • Details and rationale behind algorithms selection • Hyperparameter tuning and optimization • Cross-validation • Performance metrics (e.g., accuracy, precision, recall, F1 score, ROC-AUC) • Score Calculation and thresholds • Deployment and Monitoring Tools available: • In ...

...instructor who can guide me through the following areas: - Basic Concepts and Architecture: I need to understand the foundational principles of Oracle Service Bus (OSB). This includes how it works, its key components, and its role in service-oriented architecture. - Service Development and Deployment: I'm interested in learning how to develop services on OSB and deploy them effectively. This includes hands-on exercises and practical examples to reinforce the learning. - Troubleshooting and Optimization: I want to be able to troubleshoot any potential issues that may arise when working with OSB. Additionally, I'd like to understand how to optimize OSB applications for performance and scalability. The ideal candidate should have: - A solid understanding of Or...

I am in need of a research professional to conduct an in-depth study into nursery and early child learning centers. Specific areas of focus should include: - Curriculum and teaching methods for children aged 2 to 4 years. - Parent involvement and communication strategies used in these settings. The purpose of this research is to identify current best practices in these areas. Given this, the ideal candidate will have experience in education research, specifically within early childhood settings. Knowledge in curriculum design, early childhood development, and parent-teacher engagement strategies are a crucial requirements for the task.

...populated some fields, removing personal details and then coping the rest of the text into our format. We would want to be able for the AI to use the template we create and it check it each time to make sure we havent updated anything. We would drop the resume / CV into one folder then it would be added to another folder formatted. Ideal Skills and Experience: - Strong background in AI and Machine Learning - Experience in NLP and chatbot development - Proficiency in creating customizable sections for user-friendly interfaces - Understanding of how to analyze user's skills for personalized output Key Deliverables: - Implementation of an automatic template selection feature - Ensuring that the AI adequately analyzes user's skills for template selection - Testing and ...

I am looking for a skilled developer to create a user-friendly desktop application interface that integrates a machine learning model. The primary goal of this application will be to evaluate student applications in real-time. Key Features: - Real-time evaluation feedback: The application should provide instant feedback on student applications, based on the integrated machine learning model. - User authentication: The application should include a secure user authentication system to ensure only authorized users can access and use it. - Data visualization: The application should have data visualization capabilities to help users understand the evaluation process and results better. Integration: - The application will need to integrate with existing systems or databases. The...

I need a machine learning model developed in Python. This model should be able to evaluate prospective student applications by comparing them to historical data sets. The goal is to classify and sort the new applicants efficiently. Key Requirements: - Develop a classification-based machine learning model in Python - Understand and work with historical data sets to evaluate new student applications - Deploy the model in a web application format for ease of access Ideal Skills and Experience: - Strong background in machine learning and Python - Previous experience in developing classification models - Ability to understand and work with large data sets - Prior experience with deploying machine learning models in web applications

Logo needed for brand offering fundraising services fo...of the icon are preferred. > The core design should be in vector format, with .ai (CS3 compatible) and .eps formats required. Other formats are welcome and appreciated. > Fonts used should be identified and either commonly and freely available or be included with the design files. >>> Submissions should be made as soon as possible, <<< as they need to be reviewed by multiple parties before a decision is made. Early submissions will have a greater chance of being reviewed and selected. > Award of the contest prize will convey all ownership rights to buyer. All files used to create the entry should be delivered when prize is awarded. If you have any questions, please ask. We appreciate your help!...

I'm in need of a skilled developer who can create a chatbot SaaS platform. The primary purpose of this platform is to enhance cu...institutions and businesses. - AI-powered Chatbot: The chatbot should be equipped with AI capabilities to facilitate efficient and effective customer service. - Integration Capabilities: The chatbot should seamlessly integrate with CRM software for customer management and live chat support. Ideal Skills: - Proficiency in chatbot development, particularly SaaS platforms. - Expertise in AI and machine learning to deliver an AI-powered chatbot. - Experience with CRM software and live chat support integration. Your input will be crucial in creating an impactful solution for enhancing customer support. Please include your relevant experience and approa...

I'm in need of a skilled developer or team that can design and build a highly specialized mobile platform. The platform shou...a range of multimedia options, from text to photo uploads. Platform Support: The mobile application should support the interface and experience similar to that of Pi from Inflection AI or ChatGPT from OpenAI. Design: The design should be sleek and modern, catering to a professional and tech-savvy audience. Ideal Skills and Experience: - Proficiency in natural language processing and machine learning - Strong UI/UX design background - Extensive experience in mobile application development - Familiarity with platforms such as Inflection Ai or Open Ai This project will require a team or individual with a strong track record in both application design a...

I'm looking for a skilled web developer to build a tour and travel website that has a professional and corporate feel to it. The website needs to include the following features: - Detailed and inviting listings of destinations and packages - Travel itineraries and schedules that are easily navigable - A dedicated section for customer testimonials and ...travel industry. Relevant skills include proficiency in coding, an eye for clean, professional design, and a proven ability of producing functional and user-friendly websites. Proficiency in SEO is a bonus, to ensure the website is easily discoverable by travel enthusiasts. The goal is to have a website that is not only visually appealing but is also practical, helping customers make an informed decision about our travel pack...

...so please ensure you're comfortable with this format. Key Requirements: - Expertise in Advanced GMAT: I'm at an advanced level and I need a tutor who can help me elevate my skills to the next level. - Comprehensive Coverage: I need support in all areas of the GMAT including Quantitative section, Verbal section, Integrated Reasoning, and Essay. - Online Teaching Skills: As I'll be doing all my learning online, you must be adept at teaching through this medium. Ideal Skills and Experience: - Proven track record in GMAT tutoring, especially with advanced students - Strong understanding and grasp of all sections of the GMAT - Experience in online teaching, either through platforms or personal arrangements Your teaching methodology and ability to explain complex topi...

I will be working on your presentation, which will consist of 30 to 40 slides. I will follow the template you shared with me in our chat and create additional graphics for the SWOT and PESTEL analyses, ensuring they match the theme.

I am a content creator on YouTube launching a course in the fall of 2024, I am offering a fantastic opportunity for an experienced video editor to create an engaging and dynamic learning journey for my audience. Project Objectives: - Edit a total of ~ 25-30 videos, which will make up the lessons for the course. Video length will be anywhere from 5-15 minutes each. Total edited video content will be 3-4 hours. Footage will include 2 camera angles and potentially some b-roll of relevant information to be supplied by me. - Integrate branding assets into edits for cohesive, sleek, professional, and engaging online course videos. - Enhancing the footage with animations and effects to maintain student engagement and improve knowledge retention. This will include some on-screen grap...

I'm looking for a machine learning expert who can assist with 3D skeleton extraction and rigging, based on initial performance. Key Requirements: - Experience with 3D skeleton extraction and rigging - Strong background in machine learning Your main task will be to develop and refine machine learning models that can accurately extract and rig 3D skeletons, ensuring that the models are optimized for performance. Your input on how to enhance the performance of existing models will be highly valuable. Please apply if you have a proven track record in machine learning with experience in 3D skeleton extraction and rigging.

I am seeking an experienced online English teacher for children aged from 3 to 16. The ideal candidate should have a firm grasp of teaching Writing, Speaking, Listeni...experienced online English teacher for children aged from 3 to 16. The ideal candidate should have a firm grasp of teaching Writing, Speaking, Listening, and Grammar. Your responsibility will involve: - Making engaging online classes using online learning platforms - Adapting your teaching methods to effectively cater to a diverse age range - Being consistent in monitoring and reporting on student progress. Experience with online learning platforms is a must. Certification in TEFL, TESOL, or equivalent would be an asset. Your commitment to making learning enjoyable, relatable, and effective are key ...

I'm looking for an experienced SEO freelancer who can help in building quality backlinks. Key Requirements: - SEO Expertise: You should have a proven track record in SEO. - Backlink Building: You should be able to build backlinks using only the "Anchor Text". - Domain Authority: The websites the backlinks are sourced from should have a Domain Autho...Expertise: You should have a proven track record in SEO. - Backlink Building: You should be able to build backlinks using only the "Anchor Text". - Domain Authority: The websites the backlinks are sourced from should have a Domain Authority of 20 or higher. Please note that the target search engines and audience for this campaign are not specified. You can suggest specific websites/industries, but the decision...

I'm looking for a creative and skilled logo designer to help me create a logo for my online toy shop, Discovery Play Palace. The ideal logo will be: - Colorful and vibrant to appeal to children - Simple and easy to recognize - Reflect the educational and learning theme of my shop - Available in all required formats for various applications Please consider the following in your design: - It should encompass toy animals, which are the primary products in my store - The name 'Discovery Play Palace' should be clearly integrated - The design needs to be versatile and scalable I'm looking for a creative individual who has experience in creating child-friendly designs and logos for educational purposes. Your portfolio should include examples of similar projects.

I need an experienced level designer to design several worlds in Godot 4.3 for me. I will provide the assets and I need the level designer just to create the worlds in a manner that makes sense based on my Game Design Document. I will base my decision based on the portfolio shared, your experience with the Godot 2D editor, and your creativity in bringing ideas from the GDD to life. Thanks all! PS: this is not an asset creation request.

I'm in need of a generative artificial intelligence that can analyze given text inputs and provide suggestions based on the analysis. The main purpose of this AI would be for data analysis. Key Requirements: - The AI should be primarily text-based. - It should be able to process and analyze the supplied text. - The output should be suggestions derived from the analysis. Idea...would be for data analysis. Key Requirements: - The AI should be primarily text-based. - It should be able to process and analyze the supplied text. - The output should be suggestions derived from the analysis. Ideal Skills and Experience: - Previous experience in developing generative AI systems. - Proficiency in natural language processing and data analysis. - Strong understanding of machine learning...

...development skills, with the aim to create a robust and functional website targeting students. The layout should be intuitive, offering a seamless learning experience. Key Features: - A fully functional and interactive landing page that includes contact forms and social media integration for enhanced communication. - A secure payment gateway offering an effortless checkout process for users. - Implementation of video and study material storage facilities. - Live classes integration providing real-time learning experiences. Study Material Details: - Incorporation of text files, video lectures, and interactive quizzes for a well-rounded learning experience. The project offers a strict timeline, hoping to complete within 1 month. Ideal freelancers should have e...

I am seeking an AI developer with significant expertise in reinforcement learning. Key Responsibilities: * Apply reinforcement learning techniques to solve complex problems. Required Skills and Experience: * Proficiency in Python. * Expert-level knowledge and hands-on experience in reinforcement learning. Only apply if you possess an excellent understanding of reinforcement learning algorithms, and Python programming. This project is demanding and requires a high level of competency, therefore, only experts in the field are sought. Your expertise will be crucial in optimizing our current models and laying down the roads for future developments.