About Me
I'm a data-driven builder who enjoys turning messy real-world signals into clean systems and useful products. I've shipped analytics pipelines, LLM-powered reporting, forecasting tools, and UI that people actually use.
Skills & Expertise
Languages
PythonC/C++SQLDAXRMatlab
Libraries & Tools
GitDockerPostgreSQLSupabasepandasNumPyMatplotlibFastAPIGemini API
Platforms
Power BITableauExcelWorldQuant BRAIN
Interests
Data AnalysisData EngineeringData VisualizationMachine LearningAlpha Signal Development
Education
University of Florida
B.S. in Data Science
GPA: 3.73 • Honor Awards: University of Florida's Dean List (2024), Reitz Union's Rising Star (2025)
Key Courses:
Programming FundamentalsIntroduction to Computational MathProgramming with Data in RComputational Linear AlgebraApplication of Discrete StructuresDatabase Design (UCI)
Experience
Data Engineer
University of Florida
•Collaborated cross-functionally with technical peers to engineer and deploy a full-stack tutor reporting platform for E2S, a nonprofit serving 200+ UWC students, improving system scalability and maintainability
•Designed and automated an LLM-powered reporting pipeline with OpenAI API, generating 500+ structured session summaries and progress reports with 90% less manual effort
•Developed a responsive HTML interface and public website using modern web frameworks, increasing tutor applications by 30% and enhancing program accessibility
Event Productions Student Assistant
Reitz Union, UF
•Coordinated logistics for 1000+ events; during peak periods, used 7 Points Ops and the Event Management System (EMS) to supervise 50+ events/day, direct crews and resources, and sustain 98% setup accuracy
•Managed audio/lighting for 200+ events; ran weekly inventories and documentation with 100% compliance, and resolved 95% of 300+ radio requests within 5 minutes to keep operations on time
Leadership Experience
Volunteer Lead
2025 UF Data Science and Informatics Spring Symposium — University of Florida
•Directed 15+ volunteers across 5 sessions; managed registration/logistics for 200+ attendants and 10+ speakers
Get In Touch
Phone:352-709-6136
Email:davidtran.forwork@gmail.com