You will get End-to-End ML Pipeline Setup
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Project details
Seamless ML Pipeline from Data to Deployment
A great ML model is useless without a proper pipeline—data needs to be processed, models need to be trained and optimized, and everything must be seamlessly deployed for real-world use. That’s where I come in.
With 4+ years of experience in machine learning, I specialize in building end-to-end ML pipelines that automate workflows, improve model performance, and scale effortlessly. From data preprocessing to deployment on AWS, GCP, or Azure, I’ll set up a solution that fits your needs.
You’ll get a fully automated, production-ready pipeline designed for efficiency, performance, and long-term scalability. Let’s streamline your AI workflow and take your ML models to the next level! 🚀
A great ML model is useless without a proper pipeline—data needs to be processed, models need to be trained and optimized, and everything must be seamlessly deployed for real-world use. That’s where I come in.
With 4+ years of experience in machine learning, I specialize in building end-to-end ML pipelines that automate workflows, improve model performance, and scale effortlessly. From data preprocessing to deployment on AWS, GCP, or Azure, I’ll set up a solution that fits your needs.
You’ll get a fully automated, production-ready pipeline designed for efficiency, performance, and long-term scalability. Let’s streamline your AI workflow and take your ML models to the next level! 🚀
Machine Learning Tools
Amazon SageMaker, Azure Machine Learning, BERT, ChatGPT, Google AutoML, GPT-3, Keras, MLflow, NLTK, NumPy, pandas, Python, Python Scikit-Learn, scikit-learn, SciPy, Sonnet, TensorFlow, Word2vec, XGBoostWhat's included $1,000
These options are included with the project scope.
$1,000
- Delivery Time 12 days
- Number of Revisions 2
- Number of Model Variations 2
- Model Validation/Testing
- Model Documentation
- Data Source Connectivity
- Source Code
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Marina N.
Jun 27, 2026
30 minute consultation
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Vincent H.
May 19, 2026
Senior Python Developer - API Integrations & LLM Automation
Fantastic staff member, would hire again in an instant. Cannot recommend him enough.
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Franz H.
May 12, 2026
Full-stack Developer to Build Best Healthcare Assistant
We couldn't have asked for a better guide thatn Uttam to accompany our company into the AI-driven agentic era. Outstanding skills and support!
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Pier-Luc G.
May 7, 2026
Ai-Engineering
Very Knowledgeable in AI
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Dima B.
Mar 24, 2026
AI Automation Developer - Agentic Systems, RAG, n8n, Python (30-40 hrs/week, Ongoing)
About Uttamkumar
AI/ML | Voice Agent | AI Agent | AI Chatbot | RAG | ML | n8n | Python
100%
Job Success
Surat, India - 2:19 am local time
🟢 𝗧𝗼𝗽 𝗥𝗮𝘁𝗲𝗱 𝗣𝗹𝘂𝘀 🟢 𝗠𝗖𝗣, 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀, 𝗥𝗔𝗚, 𝗩𝗼𝗶𝗰𝗲 𝗔𝗴𝗲𝗻𝘁𝘀 🟢 7+ 𝗬𝗲𝗮𝗿
🟢 Available now 🟢 Top Rated Plus 🔴 Top 1% Talent on Upwork
🟢 𝗠𝗖𝗣, 𝗔𝟮𝗔, 𝗢𝗽𝗲𝗻𝗖𝗹𝗮𝘄, 𝗖𝗹𝗮𝘂𝗱𝗲 𝗖𝗼𝗱𝗲, 𝗟𝗮𝗻𝗴𝗚𝗿𝗮𝗽𝗵
✅ Tech Stack & Expertise
❇️ AI & ML: Deep Learning, TensorFlow, PyTorch, Neural Networks, Generative AI, Data Science, NLP
❇️ LLM Engineering: OpenAI, ChatGPT API, LLaMA 3, Mistral, Mixtral, LoRA, QLoRA, DPO, RLHF, PEFT, Prompt Engineering, Vector DBs (Pinecone, Weaviate, FAISS), RAG Pipelines
❇️ AI Agents: AI Chatbots, Bots, Classifiers, Voice AI, TTS, STT, CrewAI, AutoGen
❇️ Agentic AI & Protocols: MCP (Model Context Protocol), A2A, OpenClaw, Claude Code, Cursor AI, Windsurf, AG-UI, Pydantic AI, Google ADK, OpenAI Agents SDK
❇️ Agent Frameworks: LangGraph, OpenAgents, Haystack, Microsoft Agent Framework, Anthropic Agent SDK
❇️ Latest Models: Claude 4.5/4.6 Opus, GPT-4o, o1/o3, Gemini 2.5 Pro, DeepSeek, LLaMA 3.3, Kimi K2.5
❇️ AI Coding: Claude Code, Cursor IDE, Windsurf, Lovable, Replit AI, GitHub Copilot
❇️ Voice AI: Hume AI, Deepgram Nova-3, PlayHT, Bland AI, ElevenLabs Conversational AI
❇️ Python: Flask, FastAPI, Django, GPT APIs, Pytest, BeautifulSoup, Selenium
❇️ Fullstack: JavaScript, React.js, Node.js, Express.js, MongoDB
❇️ DevOps & Cloud: Docker, Kubernetes, Ansible, GitLab CI/CD, AWS, Azure, GCP, DigitalOcean
❇️ APIs: RESTful APIs, OpenAI Embeddings, Webhooks, Microservices, Stripe, Binance, Telegram, BetFair, OddsJam, Interactive Brokers
📌 Services I Offer
⚙️ Web Scraping, Data Extraction, Crawling & Mining
⚙️ ML Model Development & AI Implementation
⚙️ Deep Learning & AI Model Training
⚙️ AI Chatbots, Bots & Agent Development
⚙️ NLP, AI Classifier & Generative AI Applications
⚙️ Financial Dashboard, Market Analysis & Automation
⚙️ Interactive Brokers / Binance / Telegram Bot Development
⚙️ Data Cleaning, Processing, Analysis & Visualization
⚙️ Voice AI: Text to Speech, Speech to Text Integration
⚙️ Workflow Automation & Python-based Optimization
⚙️ MCP Server Development & Agentic AI Integration
⚙️ OpenClaw Setup, Custom Skills & Personal AI Agent Deployment
⚙️ A2A Protocol for Multi Agent Communication
⚙️ Agent Orchestration with LangGraph, CrewAI & OpenAgents
⚙️ AI Coding Agent Setup (Claude Code, Cursor, Windsurf)
🤖 LLM & AI Engineering
➜ Neural Networks, TensorFlow, PyTorch, Generative AI Apps
➜ LLM Fine-Tuning: Persona bots, Q&A, Legal/Medical NLP using LLaMA 3, Mistral
➜ Synthetic Data Generation & ML Model Training
➜ Prompt Engineering & Evaluation Pipelines
➜ OpenAI API, ChatGPT API, OpenAI Embeddings Integration
➜ Cloud AI Deployment: SkyPilot on AWS, GCP, RunPod
➜ Inference: vLLM, TGI with AWQ, GPTQ, GGUF, GGML
➜ MCP Server/Client Development, A2A Protocol, AG-UI
➜ OpenClaw Agent: Setup, AgentSkills, WhatsApp/Telegram/Slack
➜ Multi Agent Orchestration: LangGraph, CrewAI, OpenAgents
➜ Reasoning Models: OpenAI o1/o3, Claude Reasoning
➜ AI Coding Agents: Claude Code, Cursor, Windsurf
🔌 API Integration
✔️ ChatGPT API, OpenAI API & Vector Database Integration
✔️ RESTful Architecture, OAuth, Token Auth, Rate Limiting
✔️ Real-time Data, Webhooks, Cloud Functions
✔️ Scalable Microservices for AI Applications
✔️ MCP Server Development for Claude, ChatGPT & Custom AI Apps
✔️ A2A Protocol for Agent Interoperability
✔️ OpenClaw Custom Skills & Plugin Development
🧠 AI Agent & LLM Skillset
Voice AI: CrewAI, AutoGen, Deepgram, Amazon Polly
LLM Fine-Tuning: PEFT, LoRA, QLoRA, RLHF, DPO
Tools: HuggingFace AutoTrain, Axolotl, Unsloth
NLP: Prompt Engineering, RAG Pipelines, AI Classifiers
GenAI: AI Chatbots, Bots, App Development, Automation
Agentic Protocols: MCP, A2A, AG-UI
Personal Agents: OpenClaw, Autonomous Workflow Automation
Orchestration: LangGraph, OpenAgents, Pydantic AI, Google ADK
AI Coding: Claude Code, Cursor, Windsurf, GitHub Copilot
Models: Claude 4.5/4.6, GPT-4o, o1/o3, Gemini 2.5 Pro, DeepSeek, Kimi K2.5
💡 I build scalable AI applications, automate workflows, and develop advanced ML and Deep Learning models with seamless API integration.
I deliver WEB SCRAPING, DATA MINING, and AUTOMATION solutions using Python, BeautifulSoup, Selenium, and Playwright with anti-detect browsers and proxies. For Data Science projects, I use Pandas, NumPy, Scikit-Learn, and TensorFlow.
🏆 40+ AI projects delivered. Clients see up to 60% less manual work and 3x faster processing after my AI and automation solutions.
📈 Looking for Python + AI/ML, Chatbots, AI Agents, or API Integration? Message me and let us get started.
Thanks,
Uttam
Steps for completing your project
After purchasing the project, send requirements so Uttamkumar can start the project.
Delivery time starts when Uttamkumar receives requirements from you.
Uttamkumar works on your project following the steps below.
Revisions may occur after the delivery date.
Data Analysis & Preprocessing
✔ Review and clean the dataset. ✔ Understand features, target variables, and KPIs. ✔ Transform and preprocess data for model training.
Model Training & Optimization
✔ Select and train the best model for the task. ✔ Perform hyperparameter tuning for better accuracy. ✔ Validate performance with appropriate metrics.