Gemma-2B financial advisor chatbot. Applied LoRA (~1.3M, ~0.05% of 2.5B) and 4-bit NF4 quantization for stable training/inference on personal hardware. Instruction-format domain data design.
ML Engineer - Hanwha Aerospace
01/2025 - 02/2025
Developed and optimized machine learning models in LS Business Division R&D_SW position.
Quality Control Engineer - SK Hynix Partner Company
02/2024 - 09/2025
Quality control and process optimization in a manufacturing environment. (Quality Control, Process Optimization, Manufacturing)
ML Engineer - Google Machine Learning Bootcamp 5th
06/2024 - 10/2024
Designed a Gemma-2B financial advisor chatbot and fine-tuned it with LoRA + NF4 quantization to sustain sub-second responses. Completed five months of regression, time-series, and LLM projects, graduating in the top 10% while strengthening model selection and deployment skills.
Web Design Developer - Military Service
08/2022 - 01/2024
Re-architected website structure using code minification, lazy loading, and image compression to reduce page load times by 40%. Implemented fully responsive UI designs that improved user retention and engagement.
LG Aimers 7th - F&B Demand Prediction Hackathon
LG AI Research - 06/2025 - 08/2025
LG AI Research - Ranked in the top 4.2% among 1,450 teams in Food & Beverage Demand Prediction
LG Aimers 5th - Financial Data Anomaly Detection Competition
LG AI Research - 06/2024 - 08/2024
LG AI Research - Ranked in the top 5.5% among 1,400 participants in an Anomaly Detection competition
B.S. in Software Engineering
Pennsylvania State University
2024 - 2026 (In Progress)
B.E. in Computer Science and Technology
Xi'an Jiaotong Liverpool University
2020 - 2022
High School Diploma, International Baccalaureate
Indus International School Bangalore
2011 - 2020
Deep Learning Specialization
DeepLearning.ai - 05/2024 - 08/2024
Kakao Enterprise Military AI-SW Course
Kakao - 09/2024 - 11/2024
IBM Data Science Specialization
IBM - 08/2023 - 10/2023