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AdityaP700/README.md
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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.


Selected Work

Project What it does
RAG Tokaroo Adaptive RAG evaluator - retrieval failure analysis, BM25 + cross-encoder reranking, context compression
ML ChunkdUp Persistent memory infrastructure for AI agents with intelligent memory policies, hybrid retrieval, and reliable PostgreSQL-backed storage
AI Aegis AI Agent Reliability Runtime - middleware enforcing capability, arg & confidence checks with OTEL tracing
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
Rust Shinobi High-performance CLI for Solana NFT and wallet forensics

Stack

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

Open to internships: AI infra · backend · DevOps


adityaa32078@gmail.com · @AdityaPat_


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

Pinned Loading

  1. Tokaroo Tokaroo Public

    An adaptive RAG Evaluator & Optimizer for any queries

    Python 4

  2. Aegis Aegis Public

    A reliability runtime for LLM tool-calling agents.

    Python 3

  3. Exora-task Exora-task Public

    Real time competitive reports provider

    TypeScript 12 3

  4. ChunkdUp ChunkdUp Public

    an Implementation to understand how machine remembers ,rather than API calling

    Python 2

  5. shinobi shinobi Public

    CLI to provide details of NFTs built on RUST

    Rust 5

  6. split-mate split-mate Public

    Expense splitting application built on BaseChain

    TypeScript 8 1