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Akk525/README.md

Aditya Kuniyil Kattil

Backend engineer focused on distributed systems, AI infrastructure, and decentralized protocols.

Currently building:

  • TrustGraph → deterministic Solidity trust-boundary analysis tooling
  • Memora → verifiable long-term memory infrastructure for autonomous agents
  • Retrieval adaptation pipelines for procedural reasoning systems

Focus Areas

  • Backend systems & APIs
  • AI infrastructure & retrieval systems
  • Distributed execution frameworks
  • Smart contract tooling & protocol engineering
  • Developer tooling & workflow systems

Selected Projects

TrustGraph

Deterministic Solidity trust-boundary analysis with reproducible Foundry proof tests and a VS Code investigation workflow.

Stack: Python, LangGraph, Foundry, VS Code Extension API

Memora

Verifiable long-term memory protocol for autonomous agents built on Hedera Consensus Service.

Stack: TypeScript, Hedera HCS, IPFS, Supabase

Retrieval Adaptation Pipeline

Evaluation framework for retrieval-augmented procedural reasoning under disruptions.

Stack: Python, PostgreSQL, embeddings, reranking pipelines

Tech

Languages
Python · TypeScript · JavaScript · Solidity · SQL · C · Java

Backend & Infrastructure
FastAPI · Node.js · PostgreSQL · Docker · Redis · Supabase

AI Systems
RAG · embeddings · reranking · evaluation pipelines · DSPy · PyTorch

Blockchain
Foundry · Hardhat · Ethers.js · Hedera · ERC-4337

Links

Pinned Loading

  1. sahil7886/Sageo sahil7886/Sageo Public

    TypeScript 1

  2. memora memora Public

    Verifiable execution provenance for autonomous agents. Dual-signed, HCS-anchored, replay-verified execution records. TypeScript SDK · Solidity registry · web console. Open-source dev preview.

    TypeScript 2

  3. CS490_project19 CS490_project19 Public

    Python

  4. trustGraph trustGraph Public

    Deterministic Solidity trust-boundary analysis with Foundry exploit proof generation.

    Python

  5. AgentOS AgentOS Public

    TypeScript

  6. gyanbhambhani/entrelink-next gyanbhambhani/entrelink-next Public

    entrelink, written in next.js

    TypeScript 1