02 — work
Selected work
Live products I've designed and shipped, plus the data science and NLP work behind them.
live products

gymnerd
Visit liveStrength, explained
A field manual for strength. 1,324 exercises indexed by muscle, movement pattern and equipment; an anatomy navigator that maps every muscle to the exercises that train it; and a program builder whose muscle coverage you can see before you commit. Built for trainers, free to use.

Pilates with Chawanee
Visit livePilates, taught plainly
My teaching practice, online. A bilingual (TH/EN) site built around the five STOTT PILATES principles — breathing, pelvic and rib cage placement, scapular stabilization, head and cervical placement — each broken down with the cue I actually use in class, plus essays to revisit between sessions and booking for private, duet and small-group classes.
Ground
Visit liveBreathe & reset
A minimalist breathing and grounding app for calming the nervous system. Guided breath pacing wrapped in a deliberately quiet, zen interface — restraint in the design serving the calming purpose.
JumSub
Visit liveจำศัพท์ จำนาน ใช้งานได้จริง
An English vocabulary trainer for Thai speakers, with 1,137 words spanning Basic, Intermediate, Advanced and IELTS Band 7+ tracks. Daily goals, streaks and XP levels turn spaced-repetition drilling into a habit.
client work
Atelier Move
Open demoStudio class-booking app
A mobile class-booking app for a Pilates & rehab studio — browse the schedule by day, filter by class type, and reserve a spot. Rebuilt as an anonymized, interactive mockup (the client brand is confidential).
Maison Dorée
Open demoRestaurant membership & rewards app
A loyalty app for a restaurant membership program — track points and tier, redeem rewards, and browse perks. Rebuilt as an anonymized, interactive mockup (the client brand and customer data are confidential).
research & data
Multi-Label BERT Classifier
PhayaThaiBERT + DNN for Jira issue tickets. Reduced labeling time by 80%. F1: 0.769. Published at IEEE ICCI 2024.
Document Clustering Engine
Unsupervised clustering pipeline using BERT embeddings to group related documents for topic categorization at scale.
ETL & Analytics Dashboards
Scheduled ETL pipelines from multiple data sources. Interactive dashboards in Tableau, Apache Superset, and Streamlit.

