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— 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 |
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