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iSathyam31/README.md

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๐ŸŒŒ About Me

๐Ÿ‘จโ€๐Ÿ’ป Sathyam A | AI Developer @ 3M

๐ŸŽ“ B.Tech CSE @ IIIT Sri City (2022 โ€“ Present)
๐Ÿ“ Bengaluru, India
๐Ÿš€ Building AI systems

๐ŸŽฏ What I Do

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

  • ๐Ÿค– Agentic AI Systems - Building multi-agent architectures and exploring autonomous decision-making workflows
  • ๐Ÿ”— RAG Pipelines - Developing retrieval-augmented generation systems for knowledge management
  • ๐Ÿง  LLM Engineering - Implementing prompt engineering strategies and context-aware inference workflows
  • ๐Ÿš€ MLOps - Learning and applying CI/CD pipelines, containerization, and deployment practices for ML systems

๐Ÿ› ๏ธ 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


๐Ÿ† GitHub Activity

๐Ÿ”ฅ Contribution Streak

๐ŸŒŠ Contribution Graph

๐Ÿ’ฌ Dev Quote of the Day

Readme Quotes


๐Ÿ“ซ Let's Connect!

LinkedIn Gmail HuggingFace GitHub


"Build agents that think, systems that scale, and solutions that matter." ๐Ÿค–โœจ

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  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 theyโ€™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, aโ€ฆ

    Python

  6. Intrusion_Detection_System_Using_Deep_Learning Intrusion_Detection_System_Using_Deep_Learning Public

    An Intrusion Detection System (IDS) leveraging Machine Learning to detect network anomalies and potential threats. Built using the CICIDS2017 dataset, this project implements advanced ML techniquesโ€ฆ

    Jupyter Notebook