Profile Summary
Leading a team of 6 engineers on a Recipe AI web app
Experienced in Full Stack Development with a focus on Python, JavaScript, SQL, Django
Passionate about data-driven decision-making and user-centric product development
Key Skills:
Programming Languages: Python, JavaScript, SQL, R, C++, Java
Web Development: HTML, CSS, Django, Flask, React, Tailwind CSS
Data Science & Analytics: R Studio, Excel, Google Sheets
Image Processing & Automation: OpenCV, gPhoto2, QRCode, PIL
Tools & Platforms: Git, GitHub, Notion, Google Workspace, Microsoft Office
Languages: English (Bilingual), Korean (Bilingual), Chinese (Limited Proficiency)
UC Davis
Computer and Technology Intern
Nov 2024 - Present
- Taught 400+ students in R, Microsoft Office (Word, Excel), Libre Office, Photoshop & Google Suite.
- Designed interactive lessons & improved coursework with faculty.
- Ensured academic policy alignment with UC Davis curriculum.
Kelly & Stephan
Finance Intern
May 2022 - Sep 2022
- Analyzed profit & loss statements, improving cost efficiency by 10%.
- Secured trademark compliance in collaboration with legal teams.
- Conducted financial data analysis, supporting strategic planning.
Leadership Experience
Project Manager & Engineer
LikeLion USA
- Led the development of a fintech AI web app analyzing real-time investment trends.
- Enhanced frontend UI/UX and reduced page load times by 30%.
- Collaborated with backend engineers and designers to optimize API performance.
President & Treasurer
Eco_de
- Led campus-wide sustainability initiatives, increasing recycling engagement by 150%.
- Used Excel and data viz tools to measure environmental impact.
- Partnered with LG Green Value & Davis Recology on UN SDG-aligned campaigns.
VP, Treasurer, Officer
KSEA
- Led Davis chapter operations, budgeting, and communications for 50+ events.
- Designed & deployed a dynamic website to streamline event registration.
- Secured national funding and sponsorships, doubling revenue.
Liaison
KOAFEC Ministerial Conference
- Coordinated business meetings for Egyptian officials and Korean institutions.
- Managed VIP arrivals, schedules, and diplomatic logistics.
- Ensured seamless operation across 1:1 meetings, forums, and receptions.
General President
ICM Model UNESCO Conference
- Led joint statement writing and chaired international youth forum on peace.
- Established procedural rules and trained participants as part of academic team.
- Acted as Secretariat & representative for Koreaโs martial arts-based diplomacy.
Orientation Leader
UC Davis
- Guided 40+ new students in academic and social transition at UC Davis.
- Led group activities, increasing event participation by 30%.
- Collaborated with staff to uphold university values & provide quality support.
- Delegate, Korea-ASEAN Conference: Represented Korea in cybersecurity strategy negotiations with 20+ ASEAN representatives (2022)
- Presenter, UNESCO Global Youth Forum: Delivered peacebuilding policy proposals to 100+ international youth leaders and experts (2023)
- Interpreter, KOAFEC Ministerial Meeting: Provided real-time interpretation and escorted international ministers throughout official visits (2023)
- Group Leader, NEAR Youth Forum: Spearheaded debates on climate economics and presented group consensus on green premiums (2023)
- Event Coordinator, LaKe MaCoRe Council: Organized 5+ dorm-wide cultural and community events to foster student engagement (2022โ23)
- Volunteer, US-Korea Conference: Supported event logistics for 1,000+ attendees and attended advanced sessions on data science & statistics (2024)
Tech Projects
$Talk
AI-driven investment insights (Python, NLP (spaCy, Transformers), FastAPI, PostgreSQL, OpenAI API)
BnW
AI-powered recipe generator (React, Django, PostgreSQL, OpenAI API, Tailwind CSS)
KSEA Four Cuts
Fully offline photo booth system (Flask, OpenCV, JavaScript) running on Ubuntu-booted MacBook, with real-time capture, framing, QR generation, and auto-printing
FST
Community food-sharing platform (React Native, Firebase, Google Maps API, Expo)
ESR
Find sustainable restaurants near you (Django, Google Maps API, PostgreSQL, REST API, Tailwind CSS)
InRoute
Finds cheapest gas/EV stations (React, Google Maps API, Flask, Web Scraping (BeautifulSoup, Selenium))
KSEA Website
Official site for organization (HTML, CSS, JavaScript, Django, PostgreSQL, Bootstrap)
Aggie Alerts
Campus emergency alert system clone (Django, JavaScript) with real-time location-based notifications for disaster and safety events
Research Projects
- Led binary logistic regression to classify Cammeo vs. Osmancik rice using physical traits.
- Achieved 93.27% accuracy (AUC: 0.9824). Diagnosed multicollinearity with VIF and optimized predictors via BIC. Used ROC, confusion matrix, and residuals for validation.
- Tools: R, UCI dataset, statistical diagnostics
- Applied Sign Test to analyze Bengal cats' toy destruction (p = 0.0287).
- Compared pain relief (Drug A vs. B) using Permutation Test (p = 0.0165), finding Drug A more effective.
- Tools: R, histograms, boxplots, nonparametric tests
- Found jogging (60 min) significantly improves well-being (Kruskal-Wallis, p = 0.004).
- Detected gender-sport preference using permutation chi-square (p = 0.0045).
- Tools: R, data visualization, nonparametric tests
- Used bootstrap (B=4000) to compare mean, median, trimmed mean (CI: 80, 92.68).
- Gender pay gap analysis using BCA CI found no significant difference (CI: -10.07, 20.21).
- Tools: R, bootstrap, visualization
- Analyzed dust and smoking effects on byssinosis.
- Found dust more significant (Xยฒ = 73.42) than smoking (Xยฒ = 43.79). Used logistic regression, AIC, odds ratios, and ggplot2 visualizations.
- Tools: R, logistic regression, chi-square, ggplot2
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