AI Agent Developer building agentic systems, LLM orchestration pipelines, and full-stack products.
I specialize in designing and deploying AI agents, from multi-agent architectures using MCP and A2A to production LLM pipelines with LangChain and LangSmith. Alongside that, I build full-stack platforms and lead technical teams.
I'm a Year 3 Intelligent Computing student at Universiti Sains Malaysia (USM), JPA-LSPM Scholar (CGPA 3.92), and former President of the USM Computer Science Society (2024/2025).
My focus is on agentic AI: designing AI agents that reason, p 8000 lan, and act, then wiring them into real production systems. That work sits alongside full-stack development, since most agent projects still need a proper front end, database, and deployment pipeline behind them.
My work usually falls into three areas:
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🤖 Agentic AI & LLM Orchestration: MCP, A2A, LangChain, LangSmith, multi-agent architecture, RAG
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🌐 Full-Stack Engineering: React, TypeScript, Node.js, Firebase, Supabase, PostgreSQL
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🎯 AI Safety & Security: red teaming, CTF competitions
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🏆 Active hackathon competitor and CTF player
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🌐 Built websites for the School of Computer Sciences and CS Society USM, including PIXEL, V HACK, and the CS Society Official Website
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📫 Reach me on LinkedIn
| Area | What I'm building |
|---|---|
| 🤖 Agentic AI | Multi-agent architectures with MCP and A2A, agent-to-agent communication protocols |
| 🧠 LLM Orchestration | LangChain pipelines, LangSmith tracing/evaluation, prompt engineering, latency optimization |
| 🌐 Full-Stack Dev | React, TypeScript, Tailwind CSS, Node.js, Supabase/PostgreSQL |
| 🔐 AI Safety | Red teaming, adversarial evaluation, data leakage testing, CTF |
Core stack for AI agent work: LangChain • LangSmith • Model Context Protocol (MCP) • A2A • AG-UI • Amazon Bedrock
| Role | Organization | Period | Focus |
|---|---|---|---|
| R&D AI/ML Intern | Keysight Technologies | Mar 2026 – Present | Designed AI agents using the agentic AI framework, MCP, and A2A communications; used LangChain for multi-agent orchestration and LangSmith to trace and optimize production LLM pipelines |
| Software Engineer (Freelance) | Kyodo Engineering | Dec 2025 – Present | Full-stack project management platform (React, TypeScript, Tailwind, Supabase, PostgreSQL); Knapsack-algorithm cutting optimization to cut material waste |
| Board of Advisors | USM Computer Science Society | Jul 2025 – Present | Strategic leadership and guidance for the society's technical direction |
| Technical Instructor | Telebort Technologies | Dec 2023 – May 2024 | Taught AI with Python and data analysis to 52 students (ages 8–16) across 110+ hours; 4.94/5.0 average rating |
| ML Data Annotator | ViTrox Corporation | Apr 2022 – Jul 2022 | Built training data pipelines for machine learning and machine vision inspection systems |
| Achievement | Event | Result |
|---|---|---|
| 🥇 Regional Champion | Singapore AI Safety Red Teaming Challenge 2026 | Highest score in the Malay Region for exploiting vulnerabilities, evaluating data leakage risks, and testing multicultural AI safety frameworks |
| 🥈 4th Place | rawSEC NErACA 3.0 CTF x CYRES USM 2025 | Northern Region of Malaysia |
| 🏅 Top 20 Finalist | Great Malaysia AI Hackathon 2025 | Tech Lead for MyGov Hub, out of 350+ teams at ASEAN's largest on-site AI hackathon |
| 🎓 JPA-LSPM Scholar | Jabatan Perkhidmatan Awam (JPA) Malaysia | Full scholarship for academic excellence, SPM 9A+ 1A |
| 📈 President | USM Computer Science Society | Jul 2024 – Jul 2025 |