Blockchain · Research · Community · Kuala Lumpur
I work at the intersection of blockchain forensics, crypto research, and community building. Currently doing onchain risk analysis at Bybit and growing the Solana ecosystem through Superteam Malaysia. Previously at CoinGecko and the Arbitrum Foundation.
// CS grad · speaker · builder · occasional shitposter
What I do
Experience
Bybit
Building risk monitoring frameworks for internal projects — Bybit wallets, cross-chain bridges, and internal DeFi integrations. Designing monitoring plans to detect anomalies and flag suspicious onchain activity across protocols. Also involved in fund tracing and DPRK attribution analysis on the side.
CoinGecko
Led API documentation migration from Swagger to Readme.io — improved developer onboarding by 30% and reduced support tickets by 20%. Enhanced OpenAPI specs with interactive examples and community support on Discord and Twitter.
Arbitrum Foundation
Organised educational events and meetups on Layer-2 solutions, DApps, and hands-on coding sessions to grow the Arbitrum community in Malaysia.
CoinGecko
Data analytics, coin listings, market mappings, stablecoin classification, and data standardisation across platforms.
Community
Superteam Malaysia
Writing about Solana, speaking at events, building university partnerships, and mentoring students through hackathons and project ideation.
APU Blockchain & Cryptocurrency Club
Secured partnerships with Starknet, Ethereum Foundation (Devcon), Pendle Finance, and Mantle Network. Ran hackathons, applied for blockchain grants, managed the Substack, and built the Discord community from scratch.
Projects
Forensics · DPRK Tracking
Platform for tracking Lazarus Group stolen cryptocurrency. Aggregates fund flow intelligence, coordinates victims, and drives freeze requests with exchanges and law enforcement.
→ lazarusbounty.comTooling · Forensic Visualisation
React Flow + FastAPI + SQLite tool for visualising large-scale crypto fund flows as interactive directed graphs. Designed for investigators mapping multi-hop, cross-chain transactions.
AI · Agent Infrastructure
Self-hosted agent stack combining MCP servers, LLMs, Telegram/Lark bots, and playbook-driven automation. Runs on a Tencent VPS and Radxa Rock 5B+ SBC with a voice assistant layer (Whisper + Piper TTS).
Research & Content
In-depth articles on blockchain, DeFi, and Solana published through Superteam Malaysia and APUBCC Substack. Presented at industry events and university sessions on Layer-2, cross-chain bridges, and crypto security.
Find me
open to research collabs & consulting