Machine Learning

Hy Minh Le

US Citizen Atlanta, GA ********.*******@*****.*** 404-***-**** linkedin.com/in/hy-minh-le github.com/hyminhle EDUCATION

GEORGIA INSTITUTE OF TECHNOLOGY Atlanta, GA

Bachelor of Computer Science Graduation: May 2026

Honors: Zell Miller Scholarship

PROJECTS

Healthcare Cost Estimator – Hacklytis 2025 Python, LLaMA, MongoDB, Snowflake, SQL, Azure Feb 2025

• Engineered Caduceo, a healthcare transparency platform enabling cost comparison across 100+ procedures and services.

• Integrated 1B+ records from MongoDB and Snowflake, allowing dynamic search and filtering in <1 second/query.

• Implemented a 4-bit quantized LLaMA-3.2-3B chatbot locally, reducing external API dependency by 100%.

• Installed OCR with Azure AI Vision, achieving 95%+ accuracy in extracting billing codes from scanned documents.

• Contributed to user cost savings by offering real-time estimates with <5% deviation from actual billed values.

• Awarded the Assurant Challenge Prize out of 100+ teams for best AI Project Nature-Inspired K-Means Optimization – Machine Learning Project Python, NumPy Jan. 2025 – May 2025

• Implemented Ant Colony and Particle Swarm Optimization algorithms, improving clustering silhouette scores by 9.45%

• Created dimensionality reduction pipeline using PCA, preserving 74% variance with 96% feature reduction

• Developed ResNet18 CNN transfer learning model achieving ~80% classification accuracy 2D Dungeon Crawler Game Java, Android Studio Aug. 2023 – Dec. 2023

• Developed game with 4.3/5 rating. increased user engagement by 40%

• Managed development with 50+ commits and collaborative issue tracking Product Delivery Management System MySQL Aug. 2024 – Dec. 2024

• Designed normalized SQL schema supporting 10,000+ mock deliveries with sub-second query response time

• Developed 20+ complex SQL queries for tracking key performance indicators WORK EXPERIENCE

SLB React, Python, MySQL, ML, LLaMA Aug. 2024 - Present Project Lead Remote

• Guided a 5-person development team building a real-time electricity analytics dashboard, scaling to process 500+ data points/second.

• Implemented 5+ interactive visualizations (line graphs, heatmaps, forecasting, calendar) using React and Chart.js.

• Integrated a LLaMA-powered AI chatbot to deliver real-time insights with 92% user-reported accuracy.

• Scoped and deployed a PDF reporting feature that reduced manual reporting time by 80%.

• Conducted over 15 user interviews with SLB engineers, managers, and executives to inform 30+ user stories.

• Committed to agile methodology with bi-weekly sprint retrospectives, improving development velocity by 25% Bi Bop Tea Talk Jan. 2024 – Present

Manager Douglasville, GA.

• Managed daily operations for a high-traffic beverage shop, supervising a team of 5 employees.

• Re-architected workflow processes to cut average customer wait time from 10 to 7 minutes (30% improvement).

• Maintained inventory and supplier relations, reducing waste by 20% while maintaining 100% availability of high-demand items.

• Trained and guided 8+ new hires, resulting in a 90%+ retention rate over 6 months.

• Implemented a new loyalty program that increased repeat customer visits by 20% within 3 months.

• Analyzed daily and weekly performance metrics to adjust staffing and optimize peak-hour service. SKILLS

Programming: Java, Python, C/C++, SQL, JavaScript. Frameworks & Tools: React, Android Studio, Git, GitHub, Docker, Firebase, NumPy, Pandas, Jupyter, Azure, Snowflake, MongoDB, Chart.js, Kafka, MySQL

Concepts: Data Structures, Algorithms, Data Analysis, Software Design, Enterprise Databases (MySQL), Machine Learning, Large Language Models (LLMs), Natural Language Processing (NLP), Data Visualization, Cloud Computing, Agile Methodology

Language: English (native), Vietnamese (native)

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