"When you have eliminated the impossible, whatever remains, however improbable, must be the truth."
— Sir Arthur Conan Doyle
— Sir Arthur Conan Doyle
classSathvikGilakamsetty:
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."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.
| Persistent memory layer for AI agents. Published on PyPI, 28 MCP tools, sqlite-vec + FTS5, ONNX embeddings, hybrid RRF search, multi-hop graph traversal.
| Idea-to-repository code generation. Multi-phase LLM pipeline, DAG task planning, deterministic synthesis, holistic validation with repair convergence.
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The game is always afoot.