About Me
AI Research Engineer with 5+ years in full-stack development, now focused on AI research. Built research projects including knowledge distillation from large to small models, AlphaZero from scratch, and SegFormer implementation. Expertise spans reinforcement learning, model compression, and computer vision.
Front-end
Back-end
Database
Mobile
AI/ML
Education & Certifications
Education
University of Computer Studies Maubin
Computer Science
Certifications
- • Machine Learning Specialization (Coursera)
- • Deep Learning Specialization (Coursera)
AI/ML Research Projects
Cutting-edge research projects in artificial intelligence and machine learning, focusing on reinforcement learning, model compression, computer vision with transformer and natural language processing.
Fine-tuned Gemma-3 4B into a specialized ReAct agent for UAE labor laws, optimizing tool usage and reducing hallucination rate. An intelligent assistant for navigating complex legal frameworks.
SegFormer reimplementation and medical image segmentation. Recreated NVIDIA’s SegFormer architecture from scratch in PyTorch and fine-tuned it on the UW-Madison GI Tract dataset with a custom decoder head for 3-class medical segmentation.
Professional Projects
Full-stack development projects spanning web applications, mobile apps, and enterprise solutions across various industries and technologies.
Optimized PostgreSQL database with 27M+ records using caching techniques. Implemented Elasticsearch for phonetic/fuzzy search across millions of records. Built real-time chat with WebSocket integration and payment systems.
Developed TeachBuddy, an education platform used in government schools across the Philippines and Indonesia. Implemented custom role-based logins for teachers and students, offline content synchronization for low-connectivity areas, and a jobs/queues system for reliable background processing.
Developed APIs for robotic systems automation in data centers. Built custom canvas-based topology visualization for machine management. Containerized applications for easier deployment on hardware.
Developed frontend and admin dashboard with React, TypeScript, and Redux, delivering performant and clean UI/UX. Contributed to building the company’s mobile app using React Native.
Automated mobile build pipeline with custom Autobuild system. Configured iOS/Android builds to trigger on git push, auto-update environment configs, and deliver artifacts via TestFlight and Google Drive. Integrated Google Chat notifications and build logs with queued commit handling for reliability.
Built comprehensive business dashboard for Chiang Mai startup. Implemented real-time analytics.
Built a cross-platform QR Generator desktop app with Electron + React. Integrated Python backend for CSV parsing and bulk QR code generation with logo embedding. Packaged Python scripts into executables via PyInstaller and connected them with Node.js subprocesses.
Developed a real-time chat application “ChitChat” using Flutter and Firebase. Implemented user authentication with login/registration, friend request system with send/accept flow, and real-time messaging with cloud backend support.
Professional Experience
5+ years of professional development experience across startups and established companies, building scalable solutions and leading technical initiatives.
Voizzit Co., Ltd
- •Optimized PostgreSQL database with 27M+ records using caching techniques
- •Implemented Elasticsearch for phonetic/fuzzy search across millions of records
- •Built real-time chat with WebSocket integration
- •Integrated payment systems for seamless transactions
Tech Stack:
XenOptics Co., Ltd
- •Developed APIs for robotic systems automation in data centers
- •Built custom canvas-based topology visualization for machine management
- •Containerized applications for easier deployment on hardware
- •Implemented computer vision solutions for automated monitoring
Tech Stack:
Flymya Tech Co., Ltd
- •Built responsive admin dashboard with focus on performance
- •Created CI/CD automation tool for React Native builds (received raise)
- •Developed desktop QR generator for large-scale hotel campaign
- •Optimized application performance and user experience
Tech Stack:
Karina Creative Co, Ltd
- •Built business dashboard for Chiang Mai startup (Airdeveloppa)
- •Developed Flutter app for Myanmar's leading battery company (AME)
- •Created government automation tools and real-time meeting dashboard
- •Delivered multiple client projects across various industries
Tech Stack:
Get In Touch
I'm always interested in discussing new opportunities, innovative projects, or potential collaborations in AI research and full-stack development.