AI / NLP Researcher · GIST
I first set out to become a senior backend engineer who could ship good services, and along the way I studied a wide range of tools — from commercial software to developer tooling such as Docker and React. Yet the more I learned, the more I felt I was only growing familiar rather than growing deeper. Returning to school and studying mathematics filled that gap: I saw how central mathematical thinking and design are to understanding the world. I now want to build on mathematics, logic, and imagination — connecting abstract reasoning with concrete implementation — to become a researcher and practitioner who understands modern systems end to end.
A semi-automated market-response system for hyper-personalization: architected the pipeline and combined multiple NLP models to extract trends from online communities.
On-device object detection on a Raspberry Pi 4 detects intruders in a restricted zone, pushes an alert to a phone, and records / streams to a server in real time.
A tailored accommodation-booking platform for groups of young travelers.
Kept a robot upright from MPU 6-axis sensor data. Because gimbal lock does not occur in this setup, a quaternion frame was unnecessary.
Collected and analyzed gyroscope and accelerometer data from an Android background process to infer which mode of transportation a user was riding, with an analysis pipeline on AWS.