I build full-stack applications, finetune and optimize AI models, deploy smart contracts, closed chains and program autonomous systems.

ENGINEER · BUILDER · DEVELOPER · CREATORENGINEER · BUILDER · DEVELOPER · CREATORENGINEER · BUILDER · DEVELOPER · CREATORENGINEER · BUILDER · DEVELOPER · CREATOR

// About

Lessinterestedinwhat’shyped,moreobsessedwithwhatactuallyworks.Ibuildthingsthathelppeoplesolveproblems.Whetherit’saticketscannerthatprocessesthousandsofentries,alearningtrackerthatmakesyouwanttologyourprogress,oratext-to-SQLsystemthatturnsnaturallanguageintodatabasequeries—I’mdrawntoprojectswheretheimpactistangibleandimmediate.Understandtheproblemdeeply,prototypequickly,iteratebasedonrealfeedback,andshipsomethingpeoplewillactuallyuse.

"Just do it for its own sake. Do it for the love of the game." — Bruce Pandolfini

// Process

Things that make me the best at what I do

Plan01

01Plan

Design02

02Design

Develop03

03Develop

// Manifesto

000

I don't just write code.

I engineer solutions.

From first pixel to final deploy,

obsessively crafted,

relentlessly shipped.

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Ohhh... you thought i forgot to flip the cards

Plan01

01Plan

Plan01

Discovery

Problem Analysis

Architecture

Tech Stack

Roadmap

Scope

01Plan

Design02

02Design

Design02

Wireframes

Prototypes

Component Design

Responsive

Accessibility

Interactions

02Design

Develop03

03Develop

Develop03

Frontend

Backend

Smart Contracts

ML Models

Testing

Deploy

03Develop

// Portfolio

Featured Projects

View all projects

01 / 04

Papyrus

SG AI History Hackathon Winner — PageIndex RAG System transforming colonial-era PDFs into structured, searchable archives with 34% less OCR noise across 6,300+ pages.

PythonFastAPIGoogle Cloud

Flash

ETHOnline Hack Money Qualifier — State-channel trading protocol enabling gas-free social trading sessions with zero per-trade costs.

BaseSolidityYellow Network

TonPay

TOKEN2049 Hackathon Winner — Seamless Telegram bot + dApp pipeline converting TON to xSGD in under 60 seconds.

TONFunCTelegram Bot API

BugleSnoopy

BugleRock Rockathon 2026 1st Prize — Unified signal intelligence pipeline transforming raw firm inputs into structured CRM records via Claude-powered entity extraction, three-tier urgency scoring, and auto-creating Zoho Contacts, Deals, Tasks, and Notes with zero manual data entry.

PythonFastAPISlack Bolt

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// Experience

Work History

2024 — Present

2026Invigilo AI

Software Engineering Intern

Engineering and deploying inference features for Computer Vision algorithms, accelerating real-time processing by 40%. Designing interactive visualization tools and responsive web dashboards integrating CV data.

Computer VisionPythonWeb DevelopmentTesting

2025NUS CNCS

Student Researcher

Engineered autonomous navigation algorithms for a robot dog, generating efficient zig-zag paths for area coverage, enabling real-time 3D forest mapping via Computer Vision scanning, slashing manual surveying time by 50%.

Computer VisionRoboticsPython3D Mapping

2025Tuition Kaki

CTO

Built a full-stack online tuition platform using Next.js, enabling tutors and students in developing ASEAN countries to sign up, match, and conduct accessible virtual tutoring sessions with ML-based analytics on self-hosted servers.

Next.jsMachine LearningSelf-hosted

2025Banpu

Data Science Intern

Developed text-to-SQL architecture using PathRAG knowledge graph, achieving sub-second query generation for production coal database with Azure OpenAI integration.

Azure OpenAIPathRAGSQLPython

2025NUS-UROP

Website Designer & Maintainer

Revamped NUS UROP website on WordPress using Elementor, creating responsive interface and integrating optimized database for streamlined content management.

WordPressElementorDatabase Design

2025Insure Lobang

CTO & Developer

Architected ML-powered insurance recommendation platform with automated policy advisor matching and Telegram bot interface for seamless user engagement.

Machine LearningTelegram BotNext.js

2024TicketIT

Web Application Developer

Developed complete web suite automating ticket creation and built high-speed scanning system processing 1,500+ tickets valued at $25,000+.

ReactMobile OptimizationScanner API

2024Metaverse Foundry

Research Assistant

Built neural network system for 3D rendering enhancement, implementing pixel optimization achieving 60% improvement in rendering speed.

Neural Networks3D GraphicsPython

2024IORA

Research Assistant

Analyzed transportation data from Grab service outage, implementing heterogeneity and robustness checks using R across different market conditions.

RStatistical ModelingData Analysis

2024Hungry Minds

Web & Mobile Developer Intern

Created ERP system using PHP and MySQL, improving work processes by 40%. Built online classroom platform serving 500+ students with responsive design.

PHPMySQLMobile Development

2026202520252025202520252024202420242024

scroll to explore10 positions

Projects Built

Years Coding

0k+

Lines of Code

Domains

// Stack

Things I'm good at

React

Next.js

TypeScript

Python

Solidity

Rust

Docker

PostgreSQL

React

Next.js

TypeScript

Python

Solidity

Rust

Docker

PostgreSQL

React

Next.js

TypeScript

Python

Solidity

Rust

Docker

PostgreSQL

LET'S WORK TOGETHER · OPEN TO OPPORTUNITIESLET'S WORK TOGETHER · OPEN TO OPPORTUNITIESLET'S WORK TOGETHER · OPEN TO OPPORTUNITIESLET'S WORK TOGETHER · OPEN TO OPPORTUNITIES

Let’s build

something

together.

Find me