Full-Stack & AI/ML Engineer
I build responsive, production-grade web products and intelligent systems — from type-safe full-stack apps to award-winning computer vision models.
01 — About
I'm a Computer Science undergraduate at King Mongkut's University of Technology Thonburi (KMUTT), graduating December 2026. I work across two closely related crafts: shipping full-stack web applications and building machine-learning systems.
On the engineering side, I've delivered commercial web apps end-to-end as a freelancer and built a multi-property hotel platform during my internship at Doodle. On the AI side, I won an international AI hackathon with a real-time computer-vision system.
I care about type-safe, well-architected code, measurable model performance, and interfaces that feel effortless.
King Mongkut's University of Technology Thonburi
B.Sc. in Computer Science
Aug 2023 – Dec 2026 (Expected)
Bangkok, Thailand
Relevant Coursework
02 — Experience
Building products in the field — from commercial web apps to research data analysis.
Doodle Company Limited· Remote
Neuroscience Center for Research and Innovation (NX)· Bangkok, Thailand
Self-Employed· Remote
03 — Projects
A mix of full-stack web products and machine-learning systems. Filter by domain.
Real-time patient monitoring · Hackathon Winner
🏆 1st Place — International AI Hackathon 2025
Award-winning real-time patient monitoring prototype. Implemented YOLOv11 for high-accuracy keypoint detection and integrated the Telegram API for instant caregiver alerts.
End-to-end ML pipeline
Engineered an end-to-end ML pipeline with 15+ custom features and automated preprocessing. Built a stacked ensemble using Optuna for hyperparameter tuning across XGBoost and ElasticNet.
AI workout form monitoring
Real-time AI workout monitoring system using a fine-tuned YOLOv11 pose model. Curated and trained on custom annotated datasets to ensure high accuracy in pose estimation.
Education platform + headless CMS · Freelance
🌐 Live client project — in production
Public education platform for study programmes (K-12, GED, vocational) and language courses across Myanmar & Thailand, backed by a headless CMS. Built a GED mock-test engine that grades server-side and hides answers from clients, location-aware programme filtering, and CMS-driven copy with graceful fallbacks when the CMS is down.
Multi-property hotel platform
Multi-property hotel management platform with a commission-free direct-booking engine (Stripe & Omise) and a two-way iCal channel manager that syncs availability with OTAs to prevent overbookings.
University management system
Server-side architecture for a university management system. Implemented Role-Based Access Control (RBAC) middleware and Zod schema validation for secure, type-safe APIs.
Waste-reduction marketplace app
A disposal platform that reduces global waste through smart item redistribution — letting users give away and reclaim reusable items instead of discarding them. Built as a cross-platform Flutter app with Firebase backing the redistribution flow.
Reading habit mobile app
Modular mobile application that lets users log reading habits and set goals. Integrated the Google Books API for real-time book data and Hive for efficient local persistence.
04 — Skills
A working toolkit spanning full-stack web development, machine learning, and infrastructure.
05 — Awards
SIT, KMUTT
Secured 1st place by developing “God View AI”, a computer-vision solution for healthcare monitoring.
Learn moreKaggle
Ranked in the global top 3% (47th of 1,727 teams) forecasting NCAA tournament outcomes with advanced ensemble techniques.
Learn more06 — Certifications
Verified certificates from specialized courses in machine learning and deep learning.
07 — Contact
Have a role, a project, or just want to say hi? Drop me a message — I usually reply within a day.