dddogwang — Ph.D. · The University of Tokyo · Machine Learning Engineer

Perceive Decide Act.

I build intelligent systems end to end — from learning algorithms and visual perception to robots that move and products that ship.

Four directions,
one loop.

(01) Research Areas

Ph.D. at The University of Tokyo — working where machine learning meets perception, control, and the physical world.

01 / ML

Machine Learning

Deep models and representation learning — the backbone that everything else is built on.

02 / RL

Reinforcement Learning

Policy optimization and sequential decision-making under uncertainty.

03 / CV

Computer Vision

Image understanding and visual perception for messy, real-world inputs.

04 / ROBOT

Robot Control

Closing the loop — perception and motion control on physical hardware.

Research is half.
Shipping is the rest.

(02) Published Apps

Products that made it out of the lab — live and in the hands of real users.

The record.

(03) Education · Talks · Publications

Selected conference presentations and peer-reviewed work.

EducationThe University of TokyoPh.D.
EducationThe University of TokyoMaster
EducationThe Institute of Science TokyoBachelor
ConferenceIIBMP2022–2025
ConferenceAPBJC2024
ConferenceISCB2024
ConferenceJapanese Society of Bioimaging2022–2023
PublicationEpigenetics & Chromatin — journal articlePeer-reviewed