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iSathyam31/README.md

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🌌 About Me

πŸ‘¨β€πŸ’» Sathyam A | AI Developer @ 3M

πŸŽ“ B.Tech CSE @ IIIT Sri City (2022 – Present)
πŸ“ Bengaluru, India
πŸš€ Building AI systems

🎯 What I Do

I engineer AI systems that transform how organizations process information and make decisions. My work spans:

  • πŸ€– Agentic AI Systems - Building multi-agent architectures and exploring autonomous decision-making workflows
  • πŸ”— RAG Pipelines - Developing retrieval-augmented generation systems for knowledge management
  • 🧠 LLM Engineering - Implementing prompt engineering strategies and context-aware inference workflows
  • πŸš€ MLOps - Learning and applying CI/CD pipelines, containerization, and deployment practices for ML systems

πŸ› οΈ Tech Stack

Languages & Tools
Python SQL Git

Machine Learning & Data Science
PyTorch Scikit-learn NumPy Pandas Matplotlib Seaborn Streamlit

Generative AI & LLM Engineering
HuggingFace LangChain Transformers

Agentic AI & Automation
Agno CrewAI AutoGen Google ADK MCP A2A n8n

MLOps & Experiment Tracking
MLflow DVC DagsHub

Cloud, DevOps & Deployment
AWS GCP Docker FastAPI GitHub Actions


πŸ† GitHub Activity

πŸ”₯ Contribution Streak

🌊 Contribution Graph

πŸ’¬ Dev Quote of the Day

Readme Quotes


πŸ“« Let's Connect!

LinkedIn Gmail HuggingFace GitHub


"Build agents that think, systems that scale, and solutions that matter." πŸ€–βœ¨

Pinned Loading

  1. ViBERTa ViBERTa Public

    ViBERTa is a fine-tuned DeBERTa model for sentiment analysis of McDonald's customer reviews, classifying sentiments as positive, negative, or neutral.

    Jupyter Notebook

  2. AniSync AniSync Public

    An intelligent anime ecosystem where Aiko recommends, Hikari converses, and Takumi recognizes, bringing the anime world to life through AI.

    TypeScript

  3. AegisRAG AegisRAG Public

    Role-based RAG system that delivers relevant knowledge from documents securely, showing each user only what they’re allowed to access.

    Python

  4. HypothesisAI HypothesisAI Public

    This is an autonomous AI system that performs rigorous statistical hypothesis testing from natural language queries.

    Python 5

  5. PaperGraph PaperGraph Public

    PaperGraph is a GraphRAG-based system that converts research papers into a structured knowledge graph for deeper semantic search and exploration. Discover relationships between concepts, authors, a…

    Python

  6. GitCortex GitCortex Public

    An intelligent GitHub assistant powered by Corrective RAG (CRAG), built with LangGraph and using MCP, that retrieves and refines information from live GitHub data to deliver accurate answers.

    TypeScript