WORK EXPERIENCE
Indy Audio Labs.LLC - Indianapolis, IN
Software Engineer (Firmware) | May 2024 – November 2024
- Deployed and collaborated with company git system for the firmware-embedded hardware development for high-end home theater processor systems.
- Optimized the web interface system and implemented API for handling problems such as CORS problems from UI interaction.
- Diagnosed UI polling speed with reverse engineering and improved the UI react speed up to 85%.
Luddy School of Informatics, The Building a Mind Lab - Bloomington, IN
Research Assistant | May 2023 – May 2024
- Assisted in the development of a VR Animal Chamber Pipeline using the Unity Game Engine
- Designed and exported 3D models for use in Animal Chamber Environment and 3D printing
- Trained a Deep Pose Estimation Model, achieving on average 98% animal key-point accuracy
DUBU TIME - Seoul, South Korea
Software Developer, Co-Founder | December 2021 - February 2022
- Co-Founded Dubu Time, a mobile productivity app which rewards users for focusing on tasks
- Deployed a user database backend for use on a front-end interface
- Established robust CI/CD pipelines, utilizing GitHub for seamless project operation; establishing an expedient environment
- Conducted market research on target app users to guide User Interface Design and design proprietary characters
PROJECTS
Predicting the Stock market price with ML - Bloomington, IN
Research Project Leader | September 2023 - December 2023
- Implemented the Machine Learning Architectures and create hybrid architectures with LSTM and GRU.
- Collaborate and managed with advisor and teammate about research project presentation and paper.
Reinforcement Learning from Visual Inputs - Bloomington, IN
Research Assistant | January 2023 - May 2023
- Trained and experimented with several RL agents in OpenAI Gym to perform classic Cartpole balancing task
- Optimized training data through a Variational Auto-Encoder to maximize agent performance
Can CPU programming be replaced by GPU programming - Bloomington, IN
Research Assistant | August 2022 - December 2022
- Developed algorithms to report and compare CPU and GPUs performance metrics on matrix transposition
- Interfaced with IU's BigRed 200 supercomputer to perform metric comparisons
LEADERSHIP AND ACTIVITY
International Trend News - Bloomington, IN
Vice President / Team Leader | November 2021 - March 2022
- Collaborated with a team of three to conduct comprehensive research on companies, strategizing for return on investment
- Performed regression analysis on previous market trends to identify top potential-earning companies during competition
- Communicated economic trends and financial analysis statements, synthesizing complex financial reports for decision-makers
Asian Informatics Computing Club - Bloomington, IN
Seminar Assistant | August 2017 - May 2018
- Launched weekly compute-engine languages sessions for 20+ members to share fundamental computer science topics
- Organized a community donation of $1,000+ to facilitate a budget for seminars, membership training, and club activities