Looking for a job

Po Porgoge

@poporgoge

Computer Engineering student at KMUTT who built a fraud detection model and a multi-market trading system using FinBERT sentiment.

Thailand

Message

At KMUTT, I built a fraud detection model with Python and Scikit-learn, evaluating Decision Tree classifiers with Gini Index and Entropy. I also shared the findings with non-technical teammates.

I built a gold and multi-market algorithmic trading system that combines price-action math with FinBERT news sentiment. I validated it through backtesting, holdout testing, and live paper trading, then expanded it to a 15-symbol portfolio using correlation analysis.

For a family business, I built an electricity and water billing system for an 86-room rental property, replacing paper billing. I verified its calculations against real records and fixed production data issues at their root cause.

Experience

Work history, roles, and key accomplishments

Developer

TokTickIT, Solar Fit (WeNEXT), BunnyBingsu, Roblox Games

Jan 2026 - Dec 2026 (11 months)

Team and client web projects with professional Git workflow (Kanban, pull request reviews); published a Roblox tower defense game in Luau.

Git Kanban Pull Request Reviews Web Development Luau Roblox Studio

Sole Developer

LEB2 Buddy

Jan 2026 - Dec 2026 (11 months)

Desktop app that scrapes KMUTT's learning platform and sends deadline alerts via Windows and Discord, without storing user credentials.

Electron Playwright SQLite Web Scraping Desktop App Development

Sole Developer

Electricity & Water Billing System

Jan 2026 - Dec 2026 (11 months)

Built a billing system for an 86-room rental property (React, Supabase/PostgreSQL, Vercel), replacing paper billing. Designed meter-reading and bill calculation logic, verified against real billing records.

React Supabase PostgreSQL Vercel Cron GitHub Actions Debugging

Sole Developer

Gold & Multi-Market Algorithmic Trading System

Jan 2025 - Dec 2026 (1 year 11 months)

Built and validated a systematic trading model for gold on MetaTrader 5, combining price-action math with news sentiment scoring (FinBERT). Validated with backtesting, holdout testing, and live paper trading on a demo account to guard against overfitting.

Meta Trader 5 FinBERT Backtesting Correlation Python Algorithmic Trading

Product & Engineering Lead

KMUTT

Jan 2025 - Dec 2026 (1 year 11 months)

Led a 6-person team to build a full-stack event platform with React, Express.js, and PostgreSQL (Supabase). Built 3 data reports (Match Schedule, Customer Tickets, Revenue Analysis), each with filter UI and SQL aggregation logic.

React ExpressJS PostgreSQL Supabase SQL Git Team Leadership

Sole Architect & Developer

PawJai

Jan 2025 - Dec 2026 (1 year 11 months)

Built a two-sided marketplace alone: OTP auth, real-time database and chat, push notifications, escrow payment flow, GPS tracking, and a moderator panel.

Flutter Firebase OTP Authentication RealtimeDB Push Notifications GPS

Data Analyst & Developer

KMUTT

Jan 2025 - Dec 2025 (11 months)

Identified a business problem (fraudulent data submissions) and built a predictive solution using Python and Scikit-learn. Applied Decision Tree classifiers with Gini Index and Entropy evaluation, turning raw data patterns into predictions.

Python scikit learn Decision Trees Gini Entropy Data Cleaning Model Evaluation

Education

Degrees, certifications, and relevant coursework

King Mongkut's University of Technology Thonburi

Bachelor of Computer Engineering, Computer Engineering

2024 -

Pursuing a Bachelor of Computer Engineering with expected graduation in 2028. Coursework includes Database Systems, Software Engineering, Data Structures, Algorithm Design, and Computer Networks.