CV
Profile
- Worked on projects from PoC to full development using software and AI for clients across industries such as construction, solar energy, and children’s applications.
- Applied data science to solve marketing and business problems.
- Fluent in Mandarin, English, Indonesian, and Japanese; basic conversation in Spanish.
Journey
- Canada (2021–2025) — University and Full Time Work
- Japan (2016–2020) — High School
- Malaysia (2001–2016) — Born and raised
Education
- BSc Mathematics & Statistics, Minor in Computer Science
- Thompson Rivers University (Canada)
Experience
- Developed PoC & full development:
- Automated quote generation for construction suppliers (Portfolio)
- Refactored legacy code via multi-agent system for a power company (Portfolio)
- Built semantic engine to match freelancers with jobs
- Analyzed user behavior for a child-focused trip recommendation engine
- Created data analysis course content for vocational instructors
- Led two cross-functional teams (3–4 members) across countries
Data Science Intern (Marketing) — Tebiki Inc., Tokyo (Remote) | Jan 2024 – Dec 2024
- Built predictive models for subscriptions and churn from CRM and marketing data (Portfolio)
- Developed web app to visualize organization charts from corporate numbers
- Processed time series data to track account and video growth
- Tested marketing call scripts to improve outreach speed
- Developed chatbot to automate recurring legal queries in employment contracts
Math Content Writer — Colodus, Tokyo | May 2023 – Aug 2023
- Created high school math problems and solutions for an edtech startup
Stacks
- Work-related:
- FastAPI, React, PostgreSQL
- ChromaDB (RAG), LLM
- Scikit-learn, TensorFlow
- AWS, Databricks
- Git Actions
Independent & Collaborative Work
- Deep Learning:
- Mathematical:
