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AmithKumar1/README.md

Amith Kumar

Independent Founder · AI Systems · Research & Developer Tools

Building practical software at the intersection of AI agents, decision intelligence, and evidence-driven research.


Focus Areas

  • AI agents & automation — agent workflows, orchestration, evaluation, and reliable tool use.
  • Decision intelligence — probabilistic reasoning, prediction markets, and research workflows.
  • Privacy & security research — end-to-end encryption, cryptographic provenance, and reproducible benchmarking.
  • Developer tools — LLM workflow builders, synthetic data generation, and engineering automation.

Selected Open-Source Projects

Project Description
Continuous Agent An autonomous neuro-symbolic research and algorithm-discovery engine exploring synthesis, formal verification, and sandboxed evaluation.
WhatsApp Traceability Research Lab An independent, synthetic-data research framework for evaluating privacy-preserving source-tracing proposals in end-to-end encrypted messaging.
PromptFlow Visual prompt engineering and orchestration for multi-step LLM workflows.
DataForge An AI-powered tool for generating relational synthetic test data from plain-language specifications.
Nothing.gripe Agent Client A lightweight JavaScript client for agents interacting with a funded task marketplace.

Technologies

Python · TypeScript · JavaScript · React · Node.js · FastAPI · SQLite · Z3 · Lean 4 · WebAssembly

Working Principles

  • Evidence over hype.
  • Reproducible experiments and clearly stated limitations.
  • Useful software, shipped in small and verifiable steps.

I’m interested in thoughtful collaboration on AI systems, developer tools, privacy-preserving technology, and applied research.

Pinned Loading

  1. aadhaarguard aadhaarguard Public

    Python

  2. autoresearch autoresearch Public

    Forked from karpathy/autoresearch

    AI agents running research on single-GPU nanochat training automatically

    Python