🚀 Satyam Kumar | AI/ML Engineer
👋 About Me
AI/ML Engineer with expertise in LLMs, RAG systems, NLP, and Climate Data Analysis.
Experienced in end-to-end ML workflows, MLOps pipelines, scalable deployment, and explainable AI.
Passionate about building responsible, transparent, and production-ready AI solutions.
🚀 Featured Projects
| Project | Description | Technologies Used |
|---|---|---|
| AI-Agent-Pipeline | Agentic RAG pipeline with Weather API, OpenAI, LangSmith evaluation. | LangChain, LangGraph, LangSmith, Qdrant |
| RAG-Based Semantic Quote Retrieval | RAG pipeline for semantic quote retrieval using Abirate/english_quotes dataset. Built FAISS-based semantic search with MiniLM embeddings and deployed Streamlit app for interactive query search. | HuggingFace, Sentence-Transformers, FAISS, Streamlit, Python |
| Fine-tuning TTS (XTTSv2) | Fine-tuned XTTSv2 for English Technical Vocabulary; optimized GPT & DVAE finetuning. | PyTorch, HuggingFace, XTTSv2, Kaggle |
| Climate Assessment | Long-term rainfall/temperature trend analysis, ML bias correction. | Python, Xarray, ArcGIS, QGIS |
(and 30+ more projects on GitHub — covering LLMs, RAG, NLP, CV, Agents 🎯)
🛠️ Tech Stack
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📊 GitHub Stats
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