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acodercat/README.md

Hi, I'm Ram 👋 | Researcher & Full Stack Developer

Researcher at HKUST (HKGAI) focused on RL for LLMs and Agentic AI.


Research Interests

  • Reinforcement Learning for Large Language Models
  • LLM Agentic Systems & Tool Use
  • Stateful Runtime Management for AI Agents

What I'm Working On

  • Building smarter AI-driven solutions with LLM agents
  • Applying LLMs and AI to tackle air pollution problems
  • A benchmark framework enabling RLVR (RL with Verifiable Rewards) for LLM agents—objective state inspection instead of text-based evaluation

Tech Stack

Python Rust NodeJS FastAPI Postgres Linux


📅 Book a Meeting — Let's chat about AI agents, LLMs, or research

Pinned Loading

  1. cave-agent cave-agent Public

    Stateful runtime management for LLM agents—inject, manipulate, and retrieve Python objects across turns.

    Python 73 2

  2. php-jwk-to-pem php-jwk-to-pem Public

    JWk OIDC JWKS PEM RSA Auth JSON Web Key

    PHP 100 8

  3. function-calls-under-the-hood function-calls-under-the-hood Public

    What happens when you call a function? A visual guide to understanding stack frames, control transfer, and function call mechanics through assembly language.

    197 14

  4. cpp-algorithms cpp-algorithms Public

    C++ Algorithms

    C++ 44 5

  5. rust-algorithms rust-algorithms Public

    common data structures and algorithms are implemented using rust.

    Rust 15

  6. rust-calculator rust-calculator Public

    a scientific calculator designed to handle both simple arithmetic and complex mathematical functions

    Rust 4 1