Ivan Koh
Data & AI Engineer
Understanding the world by building and doing things.
Singapore
Now
Building investment intelligence systems for private market investors.
Studying Georgia Tech CS Masters (halfway through).
Training for a full marathon.
Diving deep into the Home Assistant ecosystem.
Building trading bots
Interests
AI Systems/Data Platform Engineering/Long Distance Running
Selected Projects
View Allimage-captioning-project
PyTorchResearch implementation exploring transfer learning and attention mechanisms for image captioning.
detect-extract-synthesize
PythonEnd-to-end framework for extracting insights from visually rich pitch decks in the VC domain.
sg-data-analyst
PythonEarly AI agent prototype: LLMs as data analysts over Singapore datasets.