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Guy P.
Marlborough, United States
I genuinely love helping businesses build kick-ass software & artificial intelligence products! This innate drive and dedication towards excellence has earned me an Expert-Vetted Badge from Upwork - visible to Enterprise Upwork clients, which has ranked me among the top 1% of software development talent on the platform. I'm also proud to share that my team and I at Valere were awarded Top Artificial Intelligence Company in 2025 by Clutch.co.
After a successful 15-year career building and launching consumer software products (with two products acquired, 15 million user consumer app company acquired + artificial intelligence product), I started Valere, a software & AI development powerhouse comprised of a team of highly talented engineers, digital strategists, designers, and QA engineers that are experts in:
โ AI: RAG (Retrieval Augmented Generation), Natural Language Processing (NLP), VSC, Machine Learning (ML), PA, Neural Networks, OpenAI and similar technologies, PyTorch, TensorFlow, Keras, Generative AI, Custom AI solutions, LLM, AI driven development, AI-powered applications, Deep Learning, Computer Vision, AI algorithms, Data Science.
โ Mobile App Development: React Native, Flutter (Swift for native iOS projects and Kotlin and Java for Android)
โ Web Development: Angular, React, Vue, Next.js
โ Back-end Development: Python, NodeJS, PHP
โ Digital Experience Design: User-Centric Research & Analysis, Strategic UX and UI Design, Scalable Design Systems, Evaluation & Accessibility Assurance
Accomplishments:
โญ๏ธAs certified members of the AWS Partner Network, our expertise has been formally recognized by Amazon. This affiliation is rare among freelancers and agencies and gives us direct access to resources and best practices most donโt have.
โญ๏ธRanked as Top Artificial Intelligence Company 2024 by Clutch
โญ๏ธAwarded an Expert-Vetted Badge on Upwork Top 1% of Software Development Talent on Upwork
โญ๏ธValere recently received the Top 100 Award on Clutch.co (leader in B2B reviews)
โญ๏ธWas asked to join Upwork's Customer Advocacy Program
โญ๏ธWeโve done projects for some big names: Johns Hopkins and Fortune 500 companies
โญ๏ธPast clients have used web and mobile apps developed by Valere to raise over $50 million (USD) in funding
โญ๏ธ Upwork has invited me multiple times to speak at their AI conferences
โญ๏ธ I was featured in Upwork's 2023 Q2 shareholder report regarding my work with machine learning and digital transformation projects.
โญ๏ธ We won Clutch 2021 Clutch 100, Clutch 2023 Global and Champion, Clutch 2024 Top AI Company, Clutch 2024 Top Developers, Clutch 2024 Top 100 Companies, Manifest Award 2024 Most reviewed Software Developers, Manifest Award Most Reviewed AI Developer, Manifest Award 2024 Most Reviewed App Development Company, Clutch 2024 Top IT & Business Services, Clutch Global Award winner for Fall 2024, and more!
If you have read this far, please note I appreciate you taking the time to learn about me. Personally, itโs been an amazing journey and knowledge exercise to get to this level of competence in AI and software development. Each client I work with my team and I share decades of experience with through direct knowledge transfer, but also through our processes that have been iterated on for many years. I am obsessively pushing my team for improvement of systems and process that span hiring, engineering, design, quality assurance, etc. All of this to say I truly believe in what we are doing for clients must be excellent, anything else is unacceptable. Which is why, I only take on and Build Meaningful Products.
I would love to learn about what you are looking to build. Send me a message.
- Hybrid App Development
- React Native
- Python
- Swift
- React
- Mobile App Development
- Node.js
- Flutter
- Enterprise Software
- Machine Learning
- Deep Learning
- ChatGPT
- Artificial Intelligence
- Generative AI
- Software Development
Chandrashekhar B.
Pune, India
I'm Chandrashekhar, with 17 years of experience in Amazon Mechanical Turk API integration, AI Prompt Engineering, Mechanical Turk end-to-end campaign management, Large scale and high quality Data Processing for AI and ML projects, and Full Stack Web development. I strongly believe in honesty, integrity, and building long-term business relationships.
Expertise:
Amazon Mechanical Turk API Integration: Efficient automation, quick turnaround and real-time monitoring.
Project Management: Planning, organising, and overseeing resources to achieve specific goals within defined constraints of time, budget, and scope.
AI Prompt Engineering: Writing, processing, and evaluating prompts for text-based and generative AI.
Data Processing for AI: Transform raw data into structured, actionable insights through collection, cleaning, analysis, and reporting.
Full Stack Development: Custom tailored web solutions with modern technologies and wide array of tech expertise.
Notable Clients:
Iโve worked with enterprise clients like Microsoft, Google, Adobe, Scale AI, Gulf Marine, and renowned universities worldwide. Additionally, Iโve provided top-notch IT services to hundreds of small and medium businesses.
Why Me?
Ethical Approach: Commitment to honesty, integrity, and long-term partnerships.
Versatile Skills: Technical and management expertise.
Quality Focused: High standards in every project.
Clear Communication: Keeping projects on track.
Innovative Solutions: Creative problem-solving.
Letโs achieve your goals together. Reach out to discuss your project needs! I always respond ASAP!
- Amazon Web Services
- Web Application
- JavaScript
- Node.js
- SQL
- Microsoft Azure
- Software Development
- Mechanical Turk API
- Market Research
- Customer Satisfaction
- Prompt Engineering
- Generative AI Prompt
- LLM Prompt
- AI Model Training Prompt
- Artificial Intelligence
Slavik C.
Vinnytsya, Ukraine
โ
Expert-vetted AI Chatbot Developer & Consultant passionate about creating SaaS and EdTech applicationsโ
๐กI help founders launch revenue-ready MVPs in under 2-3 months
Recently built an AI E-learning platform for SAT/ACT prep and AI Productivity Suite for School Staff backed by a team of Stanford PhDs.
Projects I love working on:
๐ AI Apps and Chatbots in Education โ Developed GenAI apps and AI Chatbots that students and teachers actually love using: AI Consulting solution for schools and educators, SAT/ACT Prep Platform, AI Essay Coach, Film & TV Research Companion and more.
๐ปMinimum Viable Product | MVP Development - Taking concepts from initial idea to live deployment within 3 months. If it requires more than 3 months to build, it's not truly an MVP
๐ค AI Agents - Automating the repetitive tasks through custom AI agents and Retrieval Augmented Generation (RAG) solutions. Think days of manual work reduced to minutes.
Tools I use to get things done
๐นGenerative AI Chatbots: OpenAI & ChatGPT, Anthropic & Claude, Llama, Langchain, ElevenLabs for AI Text-to-Speech (TTS), Whisper AI API for Speech-to-Text (STT)
๐นFull Stack Development: JavaScript (ES6+), React.js, Node.js, TypeScript, Next.js
๐นMobile Stack: React Native, Swift, Kotlin
๐นDatabases: MongoDB, PostgreSQL, ElasticSearch, Redis, SharePoint
๐นVoIP and Communication API Integration: Twilio, RingCentral, Zoom Phone, WhatsApp, Telegram, Email Providers: Google Mail, Outlook, iCloud Mail
๐นSecurity and Compliances: GDPR, HIPAA, PCI-DSS, SOC 2 compliance.
๐ข If my profile and portfolio match what you're after - let's talk
- Artificial Intelligence
- Machine Learning
- ChatGPT
- AI Chatbot
- Web Development
- Node.js
- React
- Neural Network
- ChatGPT API Integration
- AI Development
- AI App Development
- ChatGPT API
- Large Language Model
- Chatbot Development
- Natural Language Processing
Amol W.
Pune, India
Expert-Vetted (Top 1% of Upwork talent)๐๐๐
๐ NLP, ML, LLM and AI expert
๐ฌ custom Chatbots using OpenAI/ AWS bedrock, langchain, vector databases. LLMs like chatgpt, GPT4, Claude3.5, Llama and Falcon
๐ AI Agents development using frameworks like LangGraph, Autogen or CrewAI
๐ Sentiment Analysis, Text Classification, text generation, text summarization, Topic modelling, and Data Clustering
๐ Certified AWS Architect skilled in designing and developing AI pipelines using AWS Bedrock and SageMaker, lambda, RDS specializing in NLP, ML, LLM, and AI technologies.
๐ฌ Finetuning open-source LLMs on custom data
๐ค Low code/No code AI automations using tools like Make.com and Zapier
๐ผ๏ธ Custom image generation using stable diffusion models
๐ฅ Object Detection, Motion Tracking, Scene Recognition, and Anomaly Detection.
๐ฏ Recommendation Engines Expert: Specialized in designing and implementing recommendation systems using AWS Personalize, Google Cloud Recommendations AI, and custom solutions built from scratch.
Unlike many pseudo-AI experts who simply know how to call OpenAI or Anthropic APIs, I bring ๐ ๐ฒ๐๐๐ซ๐ฌ of deep, hands-on experience in the AI field, mastering everything from traditional ML to advanced Generative AI. I understand the ins and outs of building real AI solutions that go far beyond basic API integrations.
๐ค ๐๐ฑ๐ฉ๐๐ซ๐ญ๐ข๐ฌ๐ ๐ข๐ง ๐๐๐ซ๐ ๐ ๐๐๐ง๐ ๐ฎ๐๐ ๐ ๐๐จ๐๐๐ฅ๐ฌ (๐๐๐) ๐๐ง๐ ๐๐:
โ Fine Tuning: Specialized in finetuning LLMs like llama, openai models, qwen2.5, mistral for domain adaptation, style adaptation, persona writing, QnA, medical, legal, and more.
โ LLM Synthetic Dataset Generation for finetuning
โ LLM Evaluation Framework
โ LLM Deployment: On Cloud platforms like AWS DLC, Lambda, and more.
โ AI Agents / Voice Bots: Proficient with CrewAI/AutoGen, Amazon Polly, Deepgram, OpenAI swarm.
โ AI Automation using make and zapier
โ custom LLM Deployment: On AWS/GCP/RunPod using SkyPilot, vLLM/TGI frameworks
๐ ๏ธ ๐๐จ๐จ๐ฅ๐ฌ/๐
๐ซ๐๐ฆ๐๐ฐ๐จ๐ซ๐ค๐ฌ:
โ Langchain, LangServe, LangSmith, llamandex, Heystack, HuggingFace, Transformers
โ VectorDB: Chromadb, FAISS, PineCone, Qdrant, opensearch, Azure Cosmosdb, Milvus
โ Flowise AI, LangFlow, StackAI
โ GCP Vertex AI, Google Colab, AWS Sagemaker, Azure ML studio, Runpod, Vast AI
๐ Python Frameworks:
โ Low-Code UI Tools: Streamlit, Gradio, Panel
API Frameworks: FastAPI, Flask, Django, Pydantic
Machine Learning / Deep Learning Frameworks:PyTorch, TensorFlow, Keras, HuggingFace Transformers
โData Wrangling / Processing:Pandas, NumPy, Dask, Polars, Scikit-learn
โModel Serving and Deployment: Triton Inference Server, TorchServe, ONNX Runtime, MLflow, BentoML
๐๏ธ ๐๐๐ญ๐๐๐๐ฌ๐๐ฌ:
โ SQL: MySQL, PostgreSQL, SQLite, Azure SQL
โ NoSQL: MongoDB, DynamoDB, Firebase, Redis
โ GraphDB: Neo4j, Amazon Neptune
๐ป ๐
๐ซ๐จ๐ง๐ญ๐๐ง๐ ๐๐๐๐ก:
โ React, Angular, Next.js, Vue.js, Tailwind CSS, Bootstrap
I am lead AI/ML engineer with more than 9 years of experience traditional ML, deep learning, advanced NLP, generative AI LLMs like chatgpt, GPT4, Llama, Falcon and Mistral, Mixtral, Qwen. Strong experience in executing custom AI and NLP solutions and integrating them in business workflows, along with advanced skills in object detection, motion tracking, scene recognition, and anomaly detection.
If you're working with any sort of data for your project, I'm here to help! Whether you have raw and unprocessed data that needs cleaning, or you need help scraping and annotating new data, I've got you covered.
As an AI professional with a specialization in AI, NLP, LLMs, I've worked with various models, including GPT3, Chatgpt/GPT4, llama3, Qwen, and GPT-J, and have experience in applying state-of-the-art NLP techniques to projects. If you need help training a deep learning model, I can help you experiment with cutting-edge models such as T5, Bert, M2M, FLAN-T5 and RoBerta to achieve the best possible performance. I can train/Fine tune open source LLMs like Llama, mpt7b, Falcon using efficient techniques like QLora.
I'm well-versed in working with transformer-based models and can help you fine-tune and transfer learning to get the most out of your data. If you have text data I can help with text classification, natural language understanding, and natural language generation.
If you're looking for a chatbot or conversational AI solution, I can help you develop a solution using Chatgpt, langchain and vector databases like pinecone. In addition to NLP, I'm experienced in working with sequential data, time series forecasting, and PyTorch code debugging.
I have successfully completed over 60 jobs on Upwork, logging more than 4000 hours of work while consistently achieving client satisfaction.
If you're looking for an AI professional who can help with anything remotely related to LLMs or AI Agents, any other NLP/ML task don't hesitate to reach out to me. I'll be more than happy to assist you in achieving success with your project.
- Natural Language Processing
- Large Language Model
- Generative AI
- Machine Learning
- TensorFlow
- Python
- BERT
- ChatGPT
- GPT-4
- Artificial Intelligence
- LLM Prompt Engineering
- AI Development
- AI Chatbot
- Chatbot Development
- AI Agent Development
Samuel P.
Miami Beach, United States
๐น Top 1% AI Systems Innovator & Full-Stack Architect | Expert-Vetted & Top Rated Plus ๐๐ก
I donโt just write codeโI architect, innovate, and launch full-stack platforms and enterprise-grade AI applications to help businesses scale. Whether you need an AI-powered product or modern SaaS app, I bring the full toolkit to design, build, and deploy secure, scalable solutions. From MVPs to production systems, I partner with startups and small teams to turn complex ideas into intuitive, cloud-native applications, fusing the latest in AI/ML with rock-solid engineering practices.
โก Why Teams Hire Me
โข Zero-to-One & AI-Ready Builds: Clean-slate architecture using React, Next.js, Node.js, Python, and cloud tooling; optional GPT-4o, LangChain, and advanced ML integration (RAG, vector search, embeddings) for smarter automation, chatbots, or data analysis
โข Fast, Clean Dev Cycles: Internal tooling that auto-debug, optimize, and ship fasterโcutting dev time by 30โ50 %; product-minded execution focused on features, user flows, and ROI
โข Enterprise-Grade AI Systems: Advanced prompt engineering, LLM fine-tuning, and custom AI chatbot development (GPT-4, GPT-4o, Claude, Gemini, Deepseek, LLaMA); architect and implement RAG architectures with Pinecone, Chroma; full AI/ML Ops from prototyping models to production monitoring
โข Full-Stack & Infrastructure Expertise: Modern web frameworks (React, Next.js, React Native) and backend APIs (Node.js, Express, Flask, Python); data pipelines, system integration, and performance optimization (PostgreSQL, MongoDB, Firestore); cloud & DevOps (AWS, Google Cloud, Docker, Kubernetes, CI/CD, Linux)
๐ก Core Competencies
AI & Machine Learning: Advanced prompt engineering & LLM optimization; open-source model integration (LLaMA, Hugging Face) and proprietary LLMs (GPT-4, GPT-4o, Claude, Gemini); custom AI chatbot development & deployment; enterprise RAG architectures & vector search (Pinecone, Chroma); NLP, deep learning, generative AI; MLOps (model training, monitoring, CI/CD)
Full-Stack Development: Clean-slate system architecture & MVP builds; data pipeline development, ETL, optimization; RESTful API design, GraphQL, microservices; performance tuning, caching, horizontal scaling
Additional Skills: Blockchain, smart contracts, decentralized systems; cryptocurrency trading systems, financial modeling; data analysis & visualization (Tableau, Python); mathematical modeling, optimization, algorithm design
๐ง Tech Stack
Languages: Python, JavaScript (TypeScript)
AI/ML & Vector DBs: GPT-4, GPT-4o, LLaMA, Anthropic/Claude, Gemini, Deepseek; PyTorch, TensorFlow, Hugging Face, LangChain; Pinecone, Chroma
Frontend & Mobile: React, Next.js, React Native
Backend & API: Node.js, Express, Flask, Python
Data: PostgreSQL, MongoDB, Firestore, SQL
Cloud & DevOps: AWS, Google Cloud, Docker, Kubernetes, CI/CD, Linux
Bonus: Web3, Vektaris (decentralized vector DB I built)
๐ฏ How I Work
โข Hourly Contracts Only โ Scope changes and iteration are key. Hourly keeps us agile and aligned.
โข Paid Discovery Required โ All projects start with a 30โ60 min discovery session (billed hourly) to align tech, goals, and roadmap.
๐ Letโs Build Something Amazing: If youโre serious about launching a full-stack or AI-enabled product, message me or book an Upwork consultation. Iโll bring the system design; you bring the vision. ๐ค
- Machine Learning
- TensorFlow
- Python
- PyTorch
- Linux System Administration
- Artificial Intelligence
- React Native
- React
- Next.js
- JavaScript
- Chatbot Development
- Node.js
- Firebase
- MongoDB
- Large Language Model
Andreas A.
Nicosia, Cyprus
๐ ๐ง๐ผ๐ฝ ๐ฅ๐ฎ๐๐ฒ๐ฑ ๐ฃ๐น๐๐ (๐ถ๐ป ๐๐ต๐ฒ ๐๐ผ๐ฝ ๐ฏ% ๐ผ๐ณ ๐๐ต๐ฒ ๐ณ๐ฟ๐ฒ๐ฒ๐น๐ฎ๐ป๐ฐ๐ฒ๐ฟ๐ ๐ถ๐ป ๐๐ต๐ฒ ๐ฝ๐น๐ฎ๐๐ณ๐ผ๐ฟ๐บ)๐
โจ ๐ญ๐ฌ๐ฌ% ๐๐ผ๐ฏ ๐ฆ๐๐ฐ๐ฐ๐ฒ๐๐ ๐ฅ๐ฎ๐๐ฒ โจ
๐ ๐ฑ ๐๐๐ฎ๐ฟ ๐ฟ๐ฎ๐๐ถ๐ป๐ด๐ ๐ฎ๐ป๐ฑ ๐ญ๐ฌ๐ฌ% ๐ฐ๐น๐ถ๐ฒ๐ป๐ ๐๐ฎ๐๐ถ๐๐ณ๐ฎ๐ฐ๐๐ถ๐ผ๐ป ๐ฟ๐ฎ๐๐ฒ ๐
๐Experienced Machine Learning expert with extensive years of hands-on experience in model development, data pre-processing, and feature engineering, underpinned by a solid mathematical foundation and a track record of delivering sophisticated analytical solutions. With a rigorous mathematical background, including a first-class honours degree in Mathematics, equipped with the analytical prowess essential for complex model development and optimization.๐
๐Holding a Master's degree in Data Analytics with a focus on Machine Learning, achieving one of the top distinctions among peers and showcasing an in-depth understanding of diverse ML applications, from natural language processing to predictive modelling and anomaly detection. Tenacity combined with a relentless pursuit of excellence ensures the delivery of high-quality, accurate, and efficient solutions to intricate ML challenges.๐
๐๐๐
๐ฝ๐ฒ๐ฟ๐๐ถ๐๐ฒ ๐ถ๐ป๐ฐ๐น๐๐ฑ๐ฒ๐๐
โ
Proficiency in ๐ ๐ฎ๐ฐ๐ต๐ถ๐ป๐ฒ ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด, ๐๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ถ๐ฎ๐น ๐๐ป๐๐ฒ๐น๐น๐ถ๐ด๐ฒ๐ป๐ฐ๐ฒ, ๐ ๐ฎ๐๐ต๐ฒ๐บ๐ฎ๐๐ถ๐ฐ๐ ,๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐, ๐ฃ๐๐๐ต๐ผ๐ป, ๐ฅ.
โ
Strong background in mathematical concepts and statistical analysis.
๐ ๐ ๐๐๐๐๐ก๐ ๐๐๐๐ฅ๐ก๐๐ก๐ ๐
โ
๐๐๐๐๐ผ๐บ๐ฒ๐ฟ ๐๐ต๐๐ฟ๐ป ๐ฃ๐ฟ๐ฒ๐ฑ๐ถ๐ฐ๐๐ถ๐ผ๐ป: Developed models using Logistic Regression and Random Forests to predict customer churn, enhancing retention strategies for businesses.
โ
๐๐ฟ๐ฎ๐๐ฑ ๐๐ฒ๐๐ฒ๐ฐ๐๐ถ๐ผ๐ป ๐ถ๐ป ๐๐ถ๐ป๐ฎ๐ป๐ฐ๐ถ๐ฎ๐น ๐ง๐ฟ๐ฎ๐ป๐๐ฎ๐ฐ๐๐ถ๐ผ๐ป๐: Implemented Support Vector Machines (SVMs) and Gradient Boosting Machines (GBMs) to identify fraudulent transactions, reducing financial risks.
โ
๐๐ถ๐๐ฒ๐ฎ๐๐ฒ ๐ฃ๐ฟ๐ฒ๐ฑ๐ถ๐ฐ๐๐ถ๐ผ๐ป ๐ ๐ผ๐ฑ๐ฒ๐น๐: Built predictive models using Decision Trees and Neural Networks to forecast disease likelihoods based on patient data, aiding early medical intervention.
โ
๐๐ต๐ฎ๐๐๐ผ๐ ๐๐ฟ๐ฒ๐ฎ๐๐ถ๐ผ๐ป ๐๐๐ถ๐ป๐ด ๐ก๐๐ฃ: Created a chatbot using RNNs (Recurrent Neural Networks) and Transformer Models for accurate text classification and user interaction.
โ
๐ฆ๐ฒ๐ป๐๐ถ๐บ๐ฒ๐ป๐ ๐๐ป๐ฎ๐น๐๐๐ถ๐ ๐ผ๐ป ๐ฆ๐ผ๐ฐ๐ถ๐ฎ๐น ๐ ๐ฒ๐ฑ๐ถ๐ฎ: Applied Naive Bayes and BERT (Bidirectional Encoder Representations from Transformers) to classify sentiment in social media posts, providing insights into public opinion.
โ
๐ง๐ถ๐บ๐ฒ๐ฆ๐ฒ๐ฟ๐ถ๐ฒ๐ ๐๐น๐ฎ๐๐๐ถ๐ณ๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป ๐ณ๐ผ๐ฟ ๐๐ฃ๐ฆ ๐ฆ๐ฝ๐ผ๐ผ๐ณ๐ถ๐ป๐ด ๐๐ฒ๐๐ฒ๐ฐ๐๐ถ๐ผ๐ป: Developed a LSTM (Long Short-Term Memory) model to detect GPS spoofing, with results published in an IEEE conference.
Bitcoin Price Forecasting: Modeled Bitcoin price trends using Neural Networks and several variables
โ
๐๐๐๐๐ผ๐บ๐ฒ๐ฟ ๐ฆ๐ฒ๐ด๐บ๐ฒ๐ป๐๐ฎ๐๐ถ๐ผ๐ป: Utilized K-Means Clustering and Hierarchical Clustering to segment customers based on behavior, driving targeted marketing efforts.
โ
๐๐ฟ๐ฒ๐ฑ๐ถ๐ ๐๐ฎ๐ฟ๐ฑ ๐๐ฟ๐ฎ๐๐ฑ ๐๐ฒ๐๐ฒ๐ฐ๐๐ถ๐ผ๐ป: Applied Local Outlier Factor (LOF) and K-Nearest Neighbors (KNN) for anomaly detection in credit card transactions, improving fraud prevention systems.
โ
๐๐ป๐ฒ๐ฟ๐ด๐ ๐๐ผ๐ป๐๐๐บ๐ฝ๐๐ถ๐ผ๐ป ๐ฃ๐ฟ๐ฒ๐ฑ๐ถ๐ฐ๐๐ถ๐ผ๐ป: Used LSTM models to forecast energy usage, helping optimize resource allocation and reduce costs.
โ
๐ง๐ฒ๐
๐ ๐๐ฒ๐ป๐ฒ๐ฟ๐ฎ๐๐ถ๐ผ๐ป ๐ฎ๐ป๐ฑ ๐ฆ๐๐บ๐บ๐ฎ๐ฟ๐ถ๐๐ฎ๐๐ถ๐ผ๐ป ๐๐๐ถ๐ป๐ด ๐๐๐ ๐: Leveraged LLMs like GPT-3 for generating and summarizing text, improving content creation workflows and automating document generation.
๐ป๐ฃ๐ฅ๐ข๐๐ฅ๐๐ ๐ ๐๐ก๐ ๐๐ก๐ ๐๐๐๐ฅ๐๐ฅ๐๐๐ฆ ๐ป
โ
๐ฃ๐๐๐ต๐ผ๐ป ๐๐ถ๐ฏ๐ฟ๐ฎ๐ฟ๐ถ๐ฒ๐: TensorFlow, Keras, PyTorch, Scikit-Learn, XGBoost, LightGBM, Transformers (Hugging Face), Pandas, NumPy, Spacy, SciPy, Matplotlib, Seaborn, Plotly, Statsmodels, NLTK, SpaCy, Gensim, BERT, GPT-3, TextBlob, OpenCV, BeautifulSoup
โ
๐ฅ ๐๐ถ๐ฏ๐ฟ๐ฎ๐ฟ๐ถ๐ฒ๐: caret, randomForest, e1071, glmnet, MASS, dplyr, tidyr, data.table, readr, stringr, ggplot2, shiny, lattice, forecast, zoo, xts, tseries, tm, quanteda, text2vec, Bioconductor, edgeR, DESeq2.
- Mathematics
- Deep Learning
- Natural Language Processing
- Python
- Machine Learning
- Time Series Analysis
- Deep Neural Network
- Artificial Intelligence
- Data Analysis
- Data Science
- Classification
- Regression Analysis
- TensorFlow
- Statistics
- Feature Engineering
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