Portfolio
Professional Experience
United Nations International Computing Centre — New York, NY, USA
Data Scientist Intern
August 2024 - Present
- 🔛
Rebel — New York, NY
Software Engineering Intern
May 2024 - July 2024
- Revamped the Django backend, streamlining API views, serializers, and models to enhance database functionality and backend integration
- Worked closely with the CEO and CTO on code restructuring and UI/UX enhancements, helping shape the product launch roadmap. Utilized Jira to track project progress and coordinate tasks
- Collaborating closely with CEO on Figma designs and front-end considerations for beta release.
- Led front-end development across web platforms, enhancing UI components using Material UI and transitioning the codebase to class-based components for improved consistency and maintainability. Implemented seamless interaction with Google storage buckets for managing user images and musical artwork securely with user tokens
Xeward, Inc. — New York, NY
Founder
May 2023 - May 2024
- Led product ideation to launch of Surgg, a multi-platform entertainment news app, garnering 3.5K+ social followers and 60+ iOS/Android downloads, showcasing successful user acquisition strategies.
- Managed end-to-end development, from UI/UX design using modern frameworks to backend server setup and maintenance.
- Integrated AdMob and AdSense into mobile and web platforms, offsetting $1K/month in server costs through ad revenue to achieve more sustainable operations and explore scalable monetization strategies.
humusOn — Seoul, South Korea
Data Analyst Intern
- Engineered automation protocols and API integrations, bolstering CRM effectiveness. Utilized Python and Scikit-learn to build ML models for large datasets, and leveraged Tableau for customer demand forecasting and statistical reporting.
- Collaborated with cross-functional teams to identify opportunities for process optimization and developed data-driven solutions to enhance marketing strategies.
Witchcompany — Seoul, South Korea
Software Engineering Intern
- Enhanced UX by integrating decentralized applications (DApps) with the Ethereum blockchain and developing secure smart contracts using Solidity.
- Contributed to the development of a blockchain-based platform, focusing on improving scalability, security, and user adoption.
Upcoming Startup — Seoul, South Korea
Front-End Development Intern
- Gained extensive knowledge of Model-View-Controller (MVC) architecture through hands-on experience with Android/iOS Swift and Full Stack development workshops.
- Collaborated with the development team to create responsive and user-friendly interfaces for mobile and web applications.
Ministry of National Defense — Seoul, South Korea
Military Interpreter | Squad Leader
August 2017 - June 2019
- Translated between Defense Security Agency researchers and General Dynamics & Espy Corp. technicians.
- Received Letter of Appreciation from the National Security Agency.
Certifications
Bloomberg Market Concepts — New York, NY
Personal Project | Credential ID: jZC8zQeR3FmDy6Dsdcopcuhn
Apr 2023 - July 2023
- Credential URL: Bloomberg Market Concepts Certificate
Web Development Bootcamp — New York, NY
Personal Project | Credential ID: UC-6e1e772f-7e8d-46d7-9e22-d9bb033cc749
Jan 2023 - Apr 2023
- Certificate URL: Web Development Bootcamp Certificate
Machine Learning for Finance — New York, NY
Group Project
Jan 2023 - May 2023
- Implemented LSTM and FinBERT in TensorFlow and PyTorch for sentiment analysis of financial news, integrating insights into a stock market strategy.
- Preprocessed large financial datasets with Python, Pandas, NumPy, and scikit-learn, and performed text analysis using NLTK and custom tools.
- Project Link: Machine Learning for Finance Project
Education
Columbia University in the City of New York
(B.S. in Computer Engineering)
Some coursework include
- From Algorithm to Development
- Final Group Project | Sudoku Solver; Solved Project Euler #96 Sudoku problem in Java with various optimizations such as using BufferedReader over Scanner, byte arrays instead of character arrays, bit shifting, and more with JProfiler monitoring; In addition, we hardcoded the Sudoku puzzle visually in terminal using Unicode character sequences in Java
- Applied Machine Learning
- Artificial Intelligence
- Programming Languages and Translators
- Competitive Programming
- Intro to Database Systems
- Machine Learning for Finance
- Data Structures in Java
- Advanced Programming
- Computer Science Theory ...
Franklin & Marshall College
(B.A. in Mathematics)
Some coursework include
- Linear Algebra and Differential Equations
- Advanced Linear Algebra
- Discrete Mathematics
- Probability and Statistics
- Abstract Algebra
- Stochastic Processes
- Symbolic Logic ...
Phillips Academy Andover
Extracurricular Activities:
- Andover Korean Society (AKS) - President: Organized and led events to promote Korean culture in the Andover community, including Korean Awareness Week and the Korean Talent & Fashion Show, which featured presentations, food sampling, and traditional performances.
- Astronomy Club - Member (Variable Star Search): Participated in a team that utilized the MPO Canopus photometric analysis program to discover variable stars and submit findings to the Variable Star Index (VSX).
- Yorkies - Tenor 2 and Beatboxer (Andover's Male Acapella Group): Performed in various on- and off-campus events such as Yorkling, where we caroled at student dorms, and Grasshopper Night, an annual student-led showcase for parents, faculty, and peers.
- UNICEF Club - Board Member: Implemented new donation systems for Andover students, organized campaigns like UNICEF Trick-OR-Treat fundraiser, and a foursquare tournament, and coordinated a social bazaar to collect and send useful items to UNICEF.
The Rectory School
Extracurricular Activities:
- Valedictorian: Graduated in 2012 with the highest academic average, awarded the Goodridge-Barber Academic Cup.
- Tri-Varsity Athlete (Soccer, Basketball, Golf): Served as team captain in Soccer and Golf, won consecutive MVP awards.
- Orchestra - First Violinist: Performed as the first violinist in the school orchestra, competed at regional competition.
- School Newspaper - Writer and Editor: Contributed articles for the school newspaper.
Key Milestones ...
2024 UNICC x Columbia Thinkathon Competition
New York, NY | April 2024
- Selected as a Top 5 Finalist in the 2024 Global Innovation Challenge - Digital Diplomacy, held by the United Nations International Computing Centre (UNICC) and Columbia University
Defense Security Agency (Military)
Seoul, South Korea | August 2017 - June 2019
- Served as a Signals Intelligence Officer and English Interpreter, facilitating collaborations on signal intelligence and antenna technologies with General Dynamics & Espy Corporation
- Recognized with a Letter of Appreciation from the National Security Agency (NSA) for enhancing team comprehension of complex communications systems
I have also contributed to projects like MuseMate, an AI-powered docent for museums, and Doongster, a dog walking app.