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"When you have eliminated the impossible, whatever remains, however improbable, must be the truth."
_{— Sir Arthur Conan Doyle}

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> whoami

class SathvikGilakamsetty:

    education  = "B.Tech CSE, NIT Andhra Pradesh '25"
    location   = "India"
    focus      = "Agentic AI Systems & Advanced RAG Pipelines"

    languages  = ["Python", "TypeScript", "Rust", "C++"]
    frameworks = ["FastAPI", "LangChain", "PyTorch", "HuggingFace"]
    databases  = ["PostgreSQL", "Qdrant", "SQLite", "Redis"]
    platforms  = ["Azure", "OVH Cloud", "AWS", "Docker"]

    approach   = "Observe. Hypothesize. Build. Verify. Ship."

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> investigations

Jantar Sovereign AI for 137K Indian government APIs. 5-stage hybrid RAG: BGE-M3 dense+sparse on CUDA, cross-encoder reranking, plan-and-execute agent orchestration, 22 languages. Python FastAPI Qdrant CUDA

GraphMem-MCP Persistent memory layer for AI agents. Published on PyPI, 28 MCP tools, sqlite-vec + FTS5, ONNX embeddings, hybrid RRF search, multi-hop graph traversal. Python SQLite ONNX MCP

CRPB Idea-to-repository code generation. Multi-phase LLM pipeline, DAG task planning, deterministic synthesis, holistic validation with repair convergence. Python Pydantic LLM Typer

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> toolkit

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> evidence

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_{The game is always afoot.}