AI Engineer - SyntheticGestalt, Tokyo, Japan
2025.02 - Present
- Applied topological data analysis (TDA) on chemical space to build predictive models
Research Engineer - SyntheticGestalt, Tokyo, Japan
2020.06 - 2025.02
- Built an internal system for running model inference at scale using Ray and RayDP
- Built ADMET prediction models for National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN) and their service DruMAP
- Built a competitive compound property prediction model for SIGNATE and won the 3rd place as a team
- Built a declarative PyTorch model training framework using SageMaker
- Built a video classification model supporting incremental class addition without performance degradation
Software Engineer - Freelance, Kyoto, Japan
2016.09 - 2020.06
- Developed vision models for a video classification task
- Deployed survailance systems using network cameras
- Worked on tuning and configuring linux kernel for embedded devices
- Worked for a startup developing mesh networking software for IoT devices
Software Engineer - ExaIntelligence, Kyoto, Japan
2016.04 - 2016.09
- Built RC cars with cameras using Raspberry Pi
- Built a car-driving simulation environment for RL algorithms
Chemical Engineer Intern - BASF, Dusseldorf, Germany
2014.07 - 2014.09
- Optimized chemical processes by modeling and simulations
Summer Intern (iOS app development) - CyberAgent, Tokyo, Japan
2013.08 - 2013.09
- Developed an iOS fitness tracker app