What ELZ can AI build for you?
Edmund Lin Zhenming·AI Engineer·Graduating Oct 2026·Looking for entry-level roles
4 years across data science, product, and AI engineering.
Currently shipping AI to 5,000+ Financial Advisors at Prudential.
This site runs on the same AI infrastructure I work with every day.
Career
2023 → 2026
- 01
Jan 2023 – Jun 2023
Setel Ventures
Data Science Intern
Built customer segmentation models using K-Means clustering, increasing top-up business value by 30%
- 02
Sept 2023 – Aug 2024
Mono.sg
Frontend Development Volunteer
Built frontend features using React, Next.js, Prisma ORM, and PostgreSQL
- 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
Sept 2024 – Apr 2025
Singapore Institute of Technology
Data Analyst Research Assistant
Part-time research assistant supporting data analysis work within the university
- 05
Apr 2025 – Present
WorldQuant
Quant Research Consultant
Conducts quantitative alpha signal research for financial markets
- 06
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
- 07
Sept 2025 – Nov 2025
Singapore Institute of Technology
Blockchain Research Assistant
Designed and built ZKP-Visa (Digital Embassy Edition) on Ethereum (Sepolia) — visa batches committed on-chain as Merkle roots via `registerCredentialRoot()`; verifiers recompute inclusion proofs for tamper detection
- 08
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
Projects
What is being built
Atlas
AI-assisted retail trading platform
Multi-agent platform with a configurable execution authority slider — the user picks whether AI advises or auto-executes. Same LangGraph pipeline runs either way. Solo build, academic capstone.
- API routes
- 27+
- Agent graph
- 9 nodes
- Inngest functions
- 7
- Databases
- Supabase + Mongo
- Next.js 16
- LangGraph.js
- Gemini 2.5 Flash
- Inngest
- Supabase
- MongoDB Atlas
- Clerk
- Alpaca
Double Lead
Operator workflow platform
Workflow backbone for solo revenue operators. Owns the chain end-to-end: stranger → lead → customer → payment. MCP-native from day one. 5-person team, architect and primary developer.
- API routes
- 115+
- Background crons
- 11
- Tests
- 295 unit / 24 E2E
- MCP tools
- 43 across 5 servers
- Next.js 16
- Supabase
- Inngest
- Clerk
- Stripe
- Groq
- Gemini
- Meta Cloud API
whatelz.ai
Personal OS and AI-native portfolio
The site you're on. A shell-first portfolio built as a working system: MCP servers, Inngest background jobs, Supabase data layer, and a Groq-powered AI assistant baked into the layout.
- MCP servers
- 2
- Inngest functions
- 4+
- API routes
- 20+
- Shell components
- 5
- Next.js 16
- Supabase
- Inngest
- Groq
- Tailwind CSS
- MCP
- Vercel
Hackathons
Coding competitions
- Mar 2026Hackomania 2026ChampionSAIVERS
- Oct 2025SingHacks 20253rd PlaceEZBIZ
- Oct 2025ASMI Hackathon 20251st Place
- Aug 2025PAN-SEA AI Developer Challenge 20252nd PlacemAIScam
- Jul 2025Youth Finance Hackathon 20251st Place
- Sept 2024SDG Open Hack! Singapore 20241st Place
Leadership
Clubs & organisations
- 01
Jan 2026 – Dec 2026
Singapore Institute of Technology
Fintech Student Council
Year 3 Representative
Serves as the communication bridge between the school, the student council, and all final-year (Year 3) Applied Computing (Fintech) students\n- Shares expertise and connections to support the current Fintech Student Council committee
- 02
Nov 2025 – Present
GFTN
Next Gen Leaders
Member
Selected as a key opinion leader in the fintech space under the Global Financial Technology Network (GFTN)\n- Represents the next generation of fintech practitioners in the Singapore financial ecosystem
- 03
Jan 2024 – Dec 2024
Singapore Institute of Technology
Fintech Student Council
President
Hosted welfare events for Applied Computing (Fintech) course students, including welfare pack giveaways\n- Organised and ran Fintech-related workshops for the student cohort\n- Led orientation programme for incoming Fintech freshmen
- 04
Jan 2024 – Dec 2024
Singapore Institute of Technology
Developer Club
Secretary
Handled documentation and paperwork for all Developer Club events throughout the year
- 05
Aug 2023 – Oct 2026
Singapore Institute of Technology
Student Ambassador
Hosts campus tours for foreign and prospective students visiting SIT\n- Models exemplary conduct and guides students on laboratory rules and campus standards
- 06
Jan 2021 – Dec 2022
Taylor's College
Student Council
Member
Member of the Student Welfare department at Taylor's College Student Council\n- Collected and represented student concerns to the school administration for resolution
- 07
Jun 2018 – May 2019
Chung Ling High School
Chinese Language Debate Club
President
Hosted weekly debate practices and led teams to Chinese Language debate competitions\n- Best results: District 2nd Place, State 3rd Place
- 08
Jun 2018 – May 2019
Chung Ling High School
Board of Traffic Wardens
President
Oversaw full operations of the Board of Traffic Wardens — daily duties, special duties, and annual events\n- Led the Combine Camp, an annual inter-school collaboration across multiple institutions
Mentorship
Programmes & mentors
- Aug 2025 – Nov 2025Blockchain Guardians ProgrammeGFTNIndustry immersion programme under the Global Financial Technology Network (GFTN)\n- Exposure to leading blockchain and fintech organisations including Crypto.com and Banking Circle tokenized deposits
- May 2025 – Jul 2025Career Pathways Mentorship ProgrammePayPalPaired with an industry mentor through PayPal's career development programme\n- Guidance on career pathways in fintech and technology
Contact
Hiring, collaborating, or just curious?
Drop a message below. LinkedIn DMs work too.
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