BUILD.

Portfolio — AI & Sustainability

Builder.
Founder.
Analyst.

Anthropic-certified AI developer and Sustainability Impact Scholar. I build products, win competitions, and help organisations navigate the Twin Transition — the convergence of AI and green economic transformation.

View my work ↓ LinkedIn →
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About

I build things that compound — products, platforms, and ventures that grow beyond any single person.

Year 3 Diploma in Entrepreneurship student at Ngee Ann Polytechnic, specialising at the intersection of AI development and sustainability strategy. Fluent in English and Mandarin Chinese.

Selected as one of 18 students for Harvard Business School executive mentorship. Holder of the Sustainability Impact Scholarship. I've won international hackathons, built deployed applications, and founded two ventures — all while in polytechnic.

I'm drawn to early-stage environments where I can work alongside founders, stress-test ideas, and ship real solutions to real problems.

Python & Rust LLM / Anthropic API React & Supabase ESG Strategy B2B Sales Bilingual EN/CN
Selected work

01 — Platform

EMBARK

NP Business & Accountancy's first dedicated competition club platform. Full-stack system automating competition discovery, student registration, participation tracking, and weekly CCA points reporting to the school.

React Supabase Vercel Automation
2,100
Students served
Live
embark-np.vercel.app

02 — Application

Lock-in

A Windows deep-work productivity application built in Python and Rust. Engineered to maximise focus, block digital distractions, and reduce energy consumption through behaviour-modelling algorithms that surface AI-driven workflow recommendations.

Python Rust AI / LLM Windows
Live
lockinme.com

03 — AI Pipeline

AI Video Automation

Autonomous AI video pipeline processing long-form content into high-retention short-form assets using LLM-powered automation — achieving ~90% reduction in editing time versus manual workflows.

LLM Anthropic API Python Automation
~90%
Editing time saved
100s
Videos processed

04 — Venture

Kanso Space

Data-driven e-commerce venture. Leveraged market scanning algorithms to identify high-demand products across categories — managing end-to-end sourcing, logistics, and performance marketing. Government grant recipient.

E-Commerce Market Research Digital Marketing
$1,500
Revenue, Q1
30
SKU catalogue

05 — IoT Prototype

Thermo Sense — CDL Sustainability Hackathon

Functional IoT environmental monitoring prototype bridging physical sensor hardware with cloud data analytics. Built for the CDL Sustainability Hackathon — applicable to climate intelligence and carbon monitoring infrastructure.

IoT Hardware Cloud Analytics Sustainability Climate Tech
Recognition
🏆
1st Place — Jakarta International Hackathon
International competition · Functional market-entry prototype · Pitched to international judging panel
1st Place
🎓
Harvard Business School Mentee
1 of 18 students selected · 8-month executive mentorship programme
Selective
🌱
Sustainability Impact Scholarship
Ngee Ann Polytechnic · Awarded for exemplary character and role model leadership in sustainability
Scholar
🤖
Anthropic Certified AI Developer
Building with the Claude API · Claude Code in Action · LLM integration & agentic workflow design
Certified
🏅
Top 5 Finalist — SMU Social Impact Catalyst
Applied Fogg Behaviour Model · Hybrid digital engagement ecosystem for youth
Finalist
National Youth Achievement Award — Gold
Highest national youth accolade · Leadership, community service & personal development
Gold
💼
Venture Scout — LvlUp Ventures
May 2026 – Present · Sourcing & evaluating pre-seed to Series A startups · Global network of 20+ VC and angel partners · Performance path toward Deal Flow Partner
Active
✍️
Honourable Mention — RSIS Essay Competition
Geopolitical analysis · International affairs and regional stability
Recognised
Skills & certifications
Technical
Python Rust React Supabase Vercel Anthropic API Prompt Engineering LLM Integration IoT Prototyping Data Analytics
Business
ESG Strategy B2B Sales Startup Ops Market Research Digital Marketing Stakeholder Comms Pitching Club Leadership
Languages & Certifications
English (Native) Mandarin (Fluent) Claude API Cert. Claude Code Cert.

Let's build
something real.

Open to internship opportunities in AI, sustainability, and early-stage startups across Southeast Asia.