Pytorch vs kerasроботи

...number of total hits versus at bats less sacrifices should calculate on the fly a batting average which is also a needed category. Categories to be tracked for pitchers are games played, innings pitched, win loss record, home runs allowed, strikeouts, walks, complete games, saves, hits allowed, runs allowed, wild pitches, complete games, shutouts, etc. You will need to understand how the runs allowed vs. innings pitched creates an earned run average which is also a needed category. Categories to be tracked for teams are won/loss record in a chart that shows standings from the best team to the worst. That would include the number of games played with wins/loses, winning percentage and games back of the first-place team. Team rosters with current statistics of every player (batte...

I'm seeking a skilled Python developer who can aid in creating, training, and testing a Convolutional Neural Network (CNN). Specific context about the desired classification problem and the type of images for training/testing are yet to be determined and will be shared as the project g...will be discussed further after kickoff. For this task, proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Matplotlib, Seaborn), and machine learning (including Scikit-Learn, TensorFlow, Keras). - Convolutional Neural Networks - Experience with image processing tools and libraries will b...

I am in need of an expert cloud architect skilled in AWS . Your primary responsibilities will include: Teaching me Landing Zones Mentoring Cloud architect Regular consultation in shaping up the cloud architecture as we evolve as a business cost vs performance vs business needs Solution architect Please note: - I am seeking an individual, not a company. Only industry professionals need apply. - You should be able to provide a practical demonstration of your skills in these areas. - Your proficiency with cloud Architect and Cloud operations will be a critical factor in the selection process. NOTE: STRICTLY NO BEGINNERS OR RANDOM WEB DEVELOPERS OR EASY MONEY ATTITUDE PERSONALITIES DO NOT APPLY FOR THIS If you meet these criteria, please apply with details of your relev...

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I need an expert in digital image analysis to conduct a thorough comparative study between a TIFF and a jpg file. Key Points of Analysis: - The two files should be proven to be distinct images. - It should be demonstrated that there has been no manipulation done on either of the files. - Image J and Photoshop knowledge mandatory Methodology: - A detailed file structure analysis to identify any differences between the two files. - A comparison of metadata to ensure that there has been no tampering with the image information. - A pixel-by-pixel comparison to establish that the images are distinct. - Image J and Photoshop knowledge mandatory Additional Requirements: - I am open to any other methods or tools that the expert may choose to employ to achieve the objectives of this project. T...

I'm looki...designer to create a modern-style logo and brand book. - The design should primarily feature purple(main color), blue, and black colors. - Applicants should have experience in modern logo design and be able to work with the provided color scheme. - A strong portfolio showcasing similar work will be highly valued. List of the things required to be included in the brand book: - Logo(variations, max vs min size, colors applications) - Typography(family font, structure) - Colors(color palette/guide) - Gslide template - Gdocs template - Applications(Dekstop, mobile, tablet) - Merch applications This project requires creativity and a good understanding of current logo design trends. If you have the right skills, please apply. More details will be provided to the cho...

...cell temperature than the one mentioned in the paper. The UDF contains the data points and Time extrapolated from the research paper (Fig. 5). The heat generation is calculated using q''' = rho*Cp*dT/dt. (The work should be done on ANSYS Fluent). Key Tasks: - Conduct detailed thermal analysis and simulation on a Li-ion battery. - Show the transient response of cell temperature vs. Time (s) and heat generation (W/m3) vs. Time (s) - Temperature contour plots - Update UDF code. - Provide recommendations and solutions based on the analysis. - The simulation data should match the graph (Fig. 5 from the paper) Ideal Skills: - Proficiency in thermal analysis and simulation tools. - Strong understanding of Li-ion battery technology. - Experience in similar proj...

...learning for students worldwide. We need your expertise to build an interactive and user-friendly website that caters to both tutors and students. Think: usability first, with a focus on creating an engaging learning experience. Here's what you'll be building: - A dynamic and user-friendly website. - Sign-up/sign-in pages for tutors and students. - Different user experiences based on user type (tutor vs student). - Integrating website with Google Meet and Google Forms. Ideal Freelancer - Experienced in building business websites with React.js and Node.js (or similar frameworks). - An expert in crafting user-centric and interactive web interfaces. It is important that the designer can provide examples of their work on similar projects. This is more than just a proj...

...learning for students worldwide. We need your expertise to build an interactive and user-friendly website that caters to both tutors and students. Think: usability first, with a focus on creating an engaging learning experience. Here's what you'll be building: - A dynamic and user-friendly website - Sign-up/sign-in pages for tutors and students - Different user experiences based on user type (tutor vs student) - Integrating website with Google Meet and Google Forms Ideal Freelancer: - Experienced in building business websites with React.js and Node.js (or similar frameworks) - An expert in crafting user-centric and interactive web interfaces It is important that the designer can provide examples of their work on similar projects. This is more than just a project; ...

Here is the another one - same style and design as the others. Here are the files:

I am seeking a professional highly experienced in Sage reporting to generate standard reports for Supply Chain Management. Key examples include: Inventory Management: e.g., On-hand quantities, weeks on hand by part and storage location. Supplier Performance Management: - Spend by supplier. - On-time delivery report (receipt date vs required date). - Lead time analysis by part and supplier, including trend analysis. Open PO and aging report Additionally, there may be ad-hoc reporting needs. Ideal Skills and Experience: Proficiency in Sage Reporting software is required. Prior experience with supply chain data and reporting is highly preferred. Strong attention to detail and the ability to create accurate, user-friendly reports.

...user-friendly way as mentioned below: 1. Date Range: The spreadsheet must cover a specified date range, which I'll provide upon hiring. 2. Included Players/Teams: The spreadsheet should cover designated players and/or teams - the specifics of which I'll supply once you're on board. 3. Additional Factors: In keeping with the finer details, the spreadsheet should also cover the Date of Game, Team A vs Team B data, analysis on which pitcher is better, and predictions on which team will win. The ideal candidate will have a strong background in data manipulation, particularly in Excel or similar tools. But more than just your average data enthusiast, I'm specifically looking for someone with a deep understanding of baseball. If you can hit a home run with MLB sta...

I'...a timely project. More specifically, I'm currently using PyCharm and a variety of ML frameworks or libraries to test a range of custom signals. The ideal candidate for this project should possess the following skills and experience: - Proficiency in PyCharm IDE for Python - Familiarity with various machine learning frameworks or libraries, including but not limited to TensorFlow, PyTorch, Scikit-learn, Keras, MXNet, and Caffe - Experience in integrating different ML stacks The top priority is to have this project completed as soon as possible. Be prepared to share your approach and timeline for project completion during our discussions. Your adaptability and ability to handle tight deadlines will be highly valued in this project. Let's test the boundar...

...candidate with extensive expertise in AI, blockchain technology, and systems infrastructure to drive the implementation and scalability of the platform. More than 5 years of experience. Responsibilities: Design and develop a Layer 1 blockchain infrastructure optimized for task distribution in decentralized environments. Implement and maintain AI services using frameworks such as TensorFlow, PyTorch, Caffe2, and MXNet. Develop blockchain components, focusing on smart contracts and decentralized applications (DApps) integration. Manage cloud-based and on-premise GPU nodes, including deployment, scaling, and monitoring. Ensure system reliability and scalability through effective DevOps practices, including CI/CD pipelines, containerization, and orchestration. Optimize GPU computin...

...primary goal will be to combine AI, blockchain, and systems infrastructure knowledge to create a high-performance and secure platform that's fully scalable. Responsibilities: Design and develop a Layer 1 blockchain infrastructure specifically optimized for task distribution in decentralized environments. Design, implement, and maintain AI services using popular frameworks such as TensorFlow, PyTorch, Caffe2, and MXNet. Develop blockchain components, focusing on smart contracts and decentralized applications (DApps) integration. Manage cloud-based and on-premise GPU nodes, including deployment, scaling, and monitoring. Ensure system reliability and scalability through effective DevOps practices, including CI/CD pipelines, containerization, and orchestration. Optimize GPU co...

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Must be able to meet via Microsoft Teams I'm looking for a Python developer who can provide me with hands-on assistance in my project development within VS Code. Key Tasks: - Code Debugging: I require assistance in debugging my Python code. The ideal freelancer will be able to analyze and troubleshoot my code to identify and fix any issues. - Package Installation: I'm using Django, Flask, and NumPy in my project, and I need help installing these packages correctly within my development environment. - API Integration: As part of my project, I need to integrate several APIs into my Python code. The successful freelancer will be able to guide me on how to implement these integrations effectively. Python Version: - I'm working with Python 3.x, so experience with this v...

We're seeking Python deve...able to edit the generated LaTeX code if modifications are needed. They can then download the result as a docx, doc, or LaTeX file. Additionally, there should be a copy-to-clipboard icon for easy use. - An easy-to-understand UI will be appreciated. Key Skills: - Proficiency in Python programming language. - Experience with machine learning and deep learning frameworks such as TensorFlow, PyTorch, or Keras. - Strong understanding of computer vision techniques and OCR algorithms. - Web development skills using frameworks like Flask or Django or Streamlit. - Familiarity with image processing libraries such as OpenCV. - Excellent problem-solving and communication skills. If you have already worked on similar task. please attach work samples i...

I have a back end code for a project of phishing website detection…it is a CNN vs LSTM comparative study …but I want a person who can develop a UI for that project as well as who can explain that code to us

I'm seeking an experienced Python - TensorFlow/PyTorch developer to build a Deep Learning model for brain tumor classification. You should be adept with the following tools and libraries: The primary objective of this project is to create a reliable classification system that can accurately differentiate between brain tumors (types). The project will involve the development of a 3D convolutional neural network (CNN) along with transfer learning that can process the provided MRI images effectively. Key requirements for this project include: - Extensive experience in machine learning, particularly with CNNs - Proficiency with medical image analysis, particularly with MRI images - Previous experience with brain tumor classification is highly desirable - Strong understanding of t...

Role Overview: We are working on a project and seeking a highly skilled individual with a strong background in deep learning and c...in deep learning and computer vision. This role involves developing advanced computer vision models, including CNNs and Vision Transformers, vision-language models, and large language models (LLMs). The ideal candidate will have extensive experience in Python and PyTorch. Skills Required: - Theoretical and practical knowledge of deep learning, specifically CNNs, Vision Transformers, vision-language models, and large language models. - Proven experience in Python programming and frameworks such as PyTorch; familiarity with PyTorch Lightning is preferred. - Demonstrated capability in research. A record of publications in top-tier AI/ML ven...

...yearly balance (in Euro) in the respondent’s bank account (negative amount means bank overdraft)  Housing : whether the respondent has a housing loan (No vs Yes)  Loan : whether the respondent has a personal loan (No vs Yes) Hint: You need to transform categorial data into numerical data. For example, re-express “Education” as 0 (unknown), 1 (primary), 2 (secondary) and 3 (tertiary). Also, the data does not have any missing entries; hence, you don’t have to ‘clean’ the data. Required: The classification goal is to evaluate the accuracy of the (choosen) model in predicting if a respondent will subscribe to the term deposit (No vs Yes) offered by the bank. Use all the knowledge that you have gained in class on KNN-classifica...

We're working on promoting and expanding our VS CRM solutions across several African countries. Our primary focus is on Nigeria, South Africa, Kenya, and many more. Visit before bidding. Key Goals: - Developing partnerships: We're looking to forge alliances with local IT companies and propel our marketing forward. We believe aligning with businesses having specialized knowledge could provide mutual growth opportunities. Ideal Candidate Skills and Experience: - Experiences in IT company partnerships - Brilliant networking skills across African markets, particularly in Nigeria, Kenya, and South Africa - Strong background in promotional strategies and CRM marketing - Previous experience with VS CRM would be an added advantage. The ideal freelancer will help u...

I'm in need of someone to convert my existing Pytorch DDP code to Huggingface Accelerate framework. Key Project Details: - The primary goal of this migration is to move from existing Pytorch DDP, to Huggingface Accelerate architecture. - The code should be able to run on CPU-only mode, on a single GPU machine, and also on multiple-GPU machines. The GPU's are all Nvidia. - The code will need to be tested on my machines (CPU-only machine; machine with single-GPU; and machine with multiple GPUs) and execute smoothly without error using my datasets. If the code does not execute out of the box, you will need to log in to my computer to set it up to ensure smooth running. Pytorch environment under PyCharm/Ubuntu is already set up. These two links should g...

In this project, I'm seeking an expert in 3D animation who can create a realistic and detailed animation focused on showcasing my product, in a style reminiscent of a Bud Ball scenario (Bud light vs. Bud regular). Key Responsibilities: - Develop a realistic 3D animation for product presentation - The animation should emphasize the product's design and features. Ideal Skills and Experience: - Proven experience in creating detailed and realistic 3D animations - Prior work in product showcase animations - Strong understanding of storytelling through animation - Familiarity with advertising concepts is a plus

I have installed Tabby in my Windows. It seems running OK. I have also installed it ini VS Code. But it does not seem working. I need you to help me set up Tabby ML properly so that it works in Visual Studio Code or another coding tool. Key Responsibilities: - Configure Tabby ML to work seamlessly with Visual Studio Code The work has to be done remotely using a control software.

I'm looking for a skilled AI engineer with experience in finance, proficient in Python, TensorFlow, and PyTorch. Key Responsibilities: - Design and implement machine learning algorithms to analyze financial data - Develop natural language processing models to process and interpret financial texts - Implement computer vision techniques for data visualization and pattern recognition Ideal Skills: - Proficiency in Python, TensorFlow, and PyTorch is a must - Experience in the finance industry is a plus - Strong understanding of machine learning, NLP, and computer vision techniques - Ability to work with diverse and complex datasets If you're a proactive AI engineer with a keen interest in finance and a proven track record of implementing AI solutions, I'd love t...

I'm in need of an expert in Machine Learning with a strong proficiency in Python. The successful candidate will be assisting me with various stages of my project. Key Tasks: - Data Preprocessing: You will be tasked with cleaning, transforming, and preparing the raw data for analysis. - Mo... - Prior experience with data preprocessing, model development, and model evaluation. - Excellent problem-solving and analytical skills. - Strong communication skills to effectively communicate complex concepts. - The ability to understand business objectives and translate them into technical requirements for ML models. - Familiarity with libraries and frameworks like TensorFlow, scikit-learn, Keras, etc. Please provide examples of previous work in the field of Machine Learning and Python...

...further develop ideas; clarify points; improve overall organization, clarify transitions between paragraphs, arrange sentences logically within paragraphs, etc.) • Edit and proofread with careful attention to word choice and standard conventions of grammar, punctuation, spelling, and documentation of sources. What is the topic of your research argumentative essay? Cannabis use during pregnancy risks vs benefits What information should successful freelancers include in their application? apa citations and good research skills How soon do you need your project completed? Within a month...

As an AI-driven project, I am seeking a freelancer experienced in machine learning to implement TensorFlow, scikit-learn, and PyTorch open-source tools to analyze and predict certain events. My project involves systemically analyzing data from different sensors, namely temperature (temp), relative humidity (RH), and other miscellaneous sensors. The outcome of this analysis should be predictive models capable of discerning behaviors, such as detecting when an AC unit has been turned on or off. Ideal characteristics: - Expertise in TensorFlow, scikit-learn, and PyTorch - Experience with influxdb / MQTT data handling - Strong statistical analysis skills - Knowledge in real-time data processing Your task would be to design systems that generate real-time notifications upon th...

As a client looking to develop a project centered ...a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated professional who can deliver on time...

As a client looking to develop a project centered ...a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated professional who can deliver on time...

I am looking for someone to hop on a zoom call and walk me through how to deploy that React Native app to TestFlight. I also need to setup some environment variables before deploying to testflight and would like to understand how to have separate dev vs test vs production environment variables in the app. Finally, need to ensure we can install the app on test user devices (1 test user) Scope in summary: 1. Setup environment variables for dev vs test-flight vs production 2. Successfully deploy to test-flight 3. Onboard a test user to test-flight app Your skills: You must be a seasoned React Native developer with extensive experience deploying apps to Test Flight and be able to hop on a zoom call

I am seeking a seasoned Qlik Sense developer to over...Functionality: Enable detailed examination of data down to individual product sales. Include robust filtering options to analyze data across various dimensions and timeframes. Implement features to compare sales by location on different bases, such as: Yesterday vs. the same day the previous week. Yesterday vs. the same weekday last year. Week to date vs. last week. Week to date vs. the same week last year. Week to date vs. the same week last year, accounting only for locations open during both periods (like for like). Yesterday vs. the same day last year, like for like basis. Skills and Experience Required: Expertise in Qlik Sense application development—candidates should be able to sh...

...we mutually agree to effort - we agree to delivery dates - we assign you the task after mutually agreed - you implement, test and deliver - you provide also unit /integration tests to ensure code is always working - you document each required step to make interaction of systems to work - we test on our premise (you maybe help to fix issues) - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! coding requirements: - clean code in terms of clean code book - best practices for development (code level documentation, common patterns, OOP as possible) - best practices for agreed and ...

As a passionate economics enthusiast, I'm excited to create a product that ponders upon, 'Australian Economy Vs Canadian Economy- Which is better?' For this, I require a skilled video editor with experience in creating long-form, documentary-style videos. The final video should span over 10 minutes. Key Responsibilities: - Source and incorporate relevant footage/materials as I will not be providing these. - Brainstorm and execute innovative ideas to make the documentary engaging and insightful. - Adhere to the documentary-style video editing. Ideal Skills: - Proven experience in documentary-style video editing. - Capability to source relevant footage/materials. - Strong creativity and storytelling skills. - Good understanding of economic subjects would be a plus...

Advise as to whether vs code or arduino ide would be more suitable Complete a project containing the various pages of code, organised and zipped, ready for unpacking and modification/use. //* comment heavily, briefly explaining the features as you go. Use caps lock for anything that requires editor attention or input. Intended for hardware devices: • Xiao Esp32-S3 Sense (I call 'sense') • a small bulb such as this: • ESP32-4848S040C_I_Y_3 (I call '484') • a small speaker, such as this: Each sense should be assigned the placeholder for 2 micro servos. So if a new sense is selected via the 484 at any time, it is assigned a light as well as 2 servos. No functionality is currently required of the servos but the coding should

We are looking for an AI expert to train us in the deployment and fine-tuning phases of an AI model. The Tra...in the deployment and fine-tuning phases of an AI model. The Training session will need to: - Provide comprehensive training on AI model deployment and fine tuning. - Ensure focus on enhancing performance and improving accuracy. - Propose innovative approaches for creating new features. Ideal Skills and Experience: - Proficiency in AI and ML concepts. - Familiar with Python, TensorFlow, and PyTorch. - Experience in deploying multiple types of AI models, with expertise in Natural language processing models, Mathematical models and recommendation system models being a notable advantage. Please note this project primarily requires guiding and training, not actual execution...

I urgently need an expert to install CUDA on my Ubuntu Linux system for Tensorflow and Pytorch

I urgently need an expert to install CUDA on my Ubuntu Linux system for Tensorflow and Pytorch

...developer who is keen on completing and elevating an existing project to new levels of efficiency and user engagement. Your expertise will help us deliver a top-tier product to our clients! SKILLSET 1. **Advanced Programming Skills**: Proficiency in programming languages commonly used in AI development, such as Python, Java, or C++. Knowledge of frameworks and libraries like TensorFlow, PyTorch, or Keras can also be crucial for AI and machine learning implementations. 2. **Experience with Natural Language Processing (NLP)**: Since the application involves analyzing and processing resumes and cover letters, expertise in NLP is essential. This includes familiarity with text classification, sentiment analysis, and machine learning models that handle language data. 3. **S...

I'm seeking a machine learning wizard, proficient in diverse tasks including Classification, Regression, and Clustering. Ideal Candidate: - Expert in Python programming. - Comprehensive experience with prominent machine learning libraries including Scikit-learn, TensorFlow, and PyTorch will be essential. This project will require the development and fine-tuning of diverse machine learning models, hence requiring considerable expertise in the same field. Your role will not only involve model creation but also optimization and performance evaluation. Your ability to handle complex multi-dimensional dataset will be integral in this project. Please only apply if you possess these capabilities and are prepared for a power-packed machine learning project.

...interface for non-technical users. Ensure the system adheres to all relevant social media guidelines and privacy regulations. Work collaboratively with a remote team including a project manager and a content strategist. Required Skills:Strong proficiency in AI and machine learning, especially in NLP and content with Python and common data science libraries (e.g., TensorFlow, PyTorch, Scikit-learn). Familiarity with social media platform APIs and automation restrictions. Ability to translate complex technical details into simple user experiences. Excellent problem-solving skills and ability to work Skills:Previous experience in developing social media tools or marketing technologies. Understanding of branding and online marketing

I need an expert in Matlab simulations, specifically with experience in solar PV systems. The main focus of this project is efficiency analysis on a comparative scale - we need to determine how efficient our solar PV system is compared to other energy sources. Key Responsibilities: - Conducting a comparative efficiency analysis of our solar PV system against other energy sources - Presenting the results in a clear, concise manner for easy understanding - Suggesting improvements if necessary for system-wide efficiency Ideal Skills and Experience: - Extensive experience in Matlab, with a focus on system modeling and data analysis - Background in solar PV systems and energy efficiency analysis - Strong analytical and problem-solving skills - Previous experience in conducting comparative ana...

...circulating in the home. Dust Throughout House: Proper insulation reduces dust infiltration, promoting cleaner indoor air. Hot/Cold in Various Rooms: Inadequate insulation can lead to temperature inconsistencies throughout the home. High Energy Bill: Outdated or insufficient insulation contributes to increased energy consumption and higher utility bills. Slide 4: How Most Homes Were Insulated vs. How They Should Be Insulated Illustrate typical attic insulation practices in older homes versus modern, energy-efficient insulation standards. Emphasize the importance of upgrading insulation to meet current energy codes and optimize comfort. Slide 5: Recommended Insulation Materials Fiberglass: Fiberglass insulation is our favored choice for its durability, affordability, and eff...

I'm seeking a computer vision expert with strong PyTorch experience to help me build a new set of images. This image base will significantly support the generation of training data for my project. Details: - Image Requirements: The task requires the creation of less than 100 images, specifically color images, and images under different light conditions. - Software Skills: Profound expertise in PyTorch is essential, as the work involves a library currently running on this platform. The successful candidate will be detail-oriented and possess a deep understanding of computer vision techniques. They will have previous experience creating image databases and incorporating different lighting conditions. Help me shape the future of my project with your unique skill set.

This should be a 10 min job for someone...over images should be generated using Grad-CAM but alternatives are also ok. Having experience with Grad-CAM will be ideal. - The final output should be in PNG format. Therefore, the ability to generate clear, high-quality images in this format is essential. Demonstrable experience in similar projects dealing with Language Model Visualization will be a significant advantage. Knowledge of Python/Pytorch is key as most ML libraries are often in Python. Efficiency, Accuracy, and attention to detail will be greatly valued. I look forward to seeing your applications. Note I have a fine-tuned Vision Transformer that can classify images. Now I want to see the attention maps when I give the model a new image. I want to see why the model is decidin...

just a quick review of the github code... to ensure that the code we got from our project is in the sections you recommended vs one block of code and documented properly - Laravel and Json is the frontend /backend. the application is working mostly - so no need to troubleshoot - just like a 1 to 2 hour lookover was kinda my vision. Expecting about 2-3 hours review. Please confirm if you can do both frontend and backend.

I'm seeking a web developer proficient in using Visual Studio Code (VS Code) and HTML/CSS. The goal is to create a site, centered around user interaction, by incorporating a contact form functionality. If you have a good grasp of these requirements, I welcome your bid.

...Attention to Detail: Thorough in tasks and testing, prioritizes accuracy. Openness to Feedback (criticism). Global Mindset: Dedicated to societal betterment over personal gains. Personal Growth: Values self-improvement, avoids counterproductive habits. Competencies: Programming and System Design: Proficient in Python and Java, with extensive experience using ML libraries for NLP such as TensorFlow, PyTorch, and spaCy. Natural Language Processing (NLP): Expertise in GPT models (using OpenAI API), Large Language Models (LLMs), prompt engineering, and text preprocessing techniques like tokenization, stemming, and lemmatization. Extra hours requirements: Willingness to work extended hours and weekends as needed Compensation 12000 - 80000 $ a year + 0.5 - 3% stock options Priorit...