whatelsecanyoubuildwithAI?

Edmund Lin Zhenming·Co-founder, AI System Resources

Final-year Applied Computing (Fintech) @ SIT · graduating Oct 2026 · Singapore

ATLAS. DoubleLead. EMDEE. Three AI systems — one company forming.

I explore the question. The work is the answer.

4 products shipped·6 hackathon podiums·2× AI Engineering intern @ Prudential

01 / Project

Atlas

AI that trades for you — on your terms.

Multi-agent trading system · live paper trading on Alpaca · final-year capstone

active

02 / Project

Workflow intelligence for operators who hate admin.

AI-first CRM for solo operators · live with early users

shipped

03 / Project

Version-controlled memory your AI agents read, write, and reason over.

Powers shared memory across my AI stack · MCP-native

active

2023 → 2026

01
Jan 2026 – Aug 2026
Prudential Assurance Company Singapore
AI Engineering Intern
Migrated AI performance dashboard from GPT-4.1 to Gemini 2.5 Flash, achieving ~10x reduction in token costs through cross-vendor prompt reengineering
02
May 2025 – Aug 2025
Prudential Assurance Company Singapore
AI & RPA Engineering Intern
Pioneered an enterprise RAG + MCP-powered AI chatbot on WhatsApp providing 24/7 product knowledge support to 5,200+ financial consultants; went live June 2025
03
May 2024 – Aug 2024
AsiaVerify
Product Management Intern
Authored technical specifications and QA plans for Ongoing Monitoring APIs used in AML and financial risk workflows
04
Jan 2023 – Jun 2023
Setel Ventures
Data Science Intern
Built customer segmentation models using K-Means clustering, increasing top-up business value by 30%