curma
Ai / Ml Engineer ยท Data Science.
AI / ML engineer and Data Scientist with a B.S. in Cognitive Science, Machine Learning & Neural Computation. Current interest is in Financial Engineering. Experienced in building production-grade LLM solutions, including RAG pipelines and recommendation systems deployed for major Korean financial and hospitality platforms. Independently designs and ships end-to-end data intensive projects spanning generative probabilistic models, civic tech platforms, and quantitative trading systems. Fluent in English, Korean, and conversational French and Chinese. Track record of working across Korea and the US in fast-moving startup and enterprise environments.
Experience: 1 year
Yearly salary: $100,000
Hourly rate: $50
Nationality: ๐ฐ๐ท South Korea
Residency: ๐ฐ๐ท South Korea
Experience
Data Science Intern
GenON 2023 - 2023
LLM-based financial document summarization and Q&A system for Woori Bank using retrieval-augmented generation and prompt engineering, training data augmentation with open-source models to deliver accurate, user-driven answers. LLM-powered recommendation assistant for GoodChoice, Korea's leading hotel reservation platform, improving search narrowing and surfacing personalized hotel recommendations. Reduced hallucinations in model outputs through systematic research into temperature tradeoffs and prompt engineering, building rigor for shipping reliable on-premise AI.
Management Intern
Hotel Shilla 2021 - 2021
Coordinated and translated core operational documentation supporting the launch of the Shilla Monogram Hotel in Da Nang, Vietnam.
Intern
Code:Wings 2020 - 2020
Edited and optimized online software-engineering textbooks at Korea's first online software-education startup, aligning instructional content with learner needs.
UX Intern
Learnsesh 2019 - 2020
Conducted market and UX research at an XR-based education startup to inform product direction and feature development.
Skills
ai
big-data
crypto
machine-learning
python
data-science
english
french
korean