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

Ph.D. Student, Hong Kong Baptist University (HKBU)
Researcher @ HKUST (HKGAI)
10+ years software engineering experience (Python, Rust, C/C++, Node.js)

Research Interests

• RL post-training for LLM Agents & agentic systems
• Stateful runtime management: tool/skill/context orchestration for AI agents
• RLVR (RL with Verifiable Rewards): objective state inspection over text-based evaluation
• AI × Atmospheric Science: LLM-driven solutions for air pollution

What I'm Working On

• A benchmark framework enabling RLVR for LLM agents
• Building smarter AI-driven agentic solutions with LLMs
• Applying LLMs and AI to tackle air pollution problems

Tech Stack

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