"When you have eliminated the impossible, whatever remains, however improbable, must be the truth."
— Sir Arthur Conan Doyle
— Sir Arthur Conan Doyle
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."
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
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
Idea-to-repository code generation. Multi-phase LLM pipeline, DAG task planning, deterministic synthesis, holistic validation with repair convergence.
Python Pydantic LLM Typer
The game is always afoot.