Aditya Pattanayak

AI systems and full-stack developer. I build things that actually work , retrieval pipelines, LLM infrastructure, on-chain applications, browser-level security tooling. Prefer understanding systems from the inside out rather than wrapping APIs.

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Selected Work

	Project	What it does
RAG	Tokaroo	Adaptive RAG evaluator - retrieval failure analysis, BM25 + cross-encoder reranking, context compression
LLM	Exora	Real-time competitive intelligence engine - multi-LLM pipelines, SSE streaming, BYOK architecture
ML	URLGuard	On-device phishing detector - TF.js model, 16 lexical features, homograph detection, 88.8% accuracy · 13th / 925 at Amplicode
ML	ChunkdUp	Chunking strategy explorer - how LLMs process and retrieve context, without abstraction layers
Web3	SplitMate	On-chain expense splitting - Solana smart contracts, Socket.io real-time sync, AI validation
Rust	Shinobi	High-performance CLI for Solana NFT and wallet forensics

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Stack

Primary focus: AI infrastructure · retrieval systems · LLM pipelines · backend

Open to internships: AI infra · backend · DevOps

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[email protected] · @AdityaPat_

Curious by default. I like understanding how things actually work.