Ivan Koh
Data 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.