Hi there! I'm Son Tran 💻

Data Science @ University of Florida

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.

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Featured Projects

About me

DiegoAI - Email Automation AI

Sep 2025

AI tool for brokers that ranks shippers by on-time delivery with automated email outreach and prospect filtering.

AIPythonSQLSWE

Key Results

•Integrated Gemini API (2.5-pro) with PDF parsing for business data extraction
•60% reduction in manual work, producing 1,000+ company target list
•2,500+ clients across 15+ industries with 95% accuracy

Role: AI/ML Engineer

CivicOps-311: SLA Risk Prediction

Aug 2025

City 311 analytics: warehouse + features + SLA-breach prediction with a simple scoring service.

DataMLSWEPython+1

Key Results

•5,000+ tickets ingested & analyzed
•ROC-AUC 0.703; 36% recall on 4,714 closed tickets
•3 FastAPI scoring endpoints with Swagger docs

Role: Data/ML Engineer

Alpha Signal Development

May 2025

Research and backtesting of three equity alpha signals with risk neutralization.

QuantDataPython

Key Results

•12.5% annualized returns
•Sharpe 2.1
•8% lower drawdown; 40% lower turnover

Role: Quant Researcher

Activities & Involvement

Here are some of the exciting competitions and organizations I've been part of

HackathonSeptember 26th - 28th, 2025

ShellHacks 2025

Over September 26th to 28th, we created a dynamic project called DiegoAI. This project helps brokers rank shippers by on-time delivery with automated email outreach and prospect filtering.

Role: AI/ML Engineer

Project Demo

Data CompetitionMarch 28th - 30th, 2025

DataFest 2025

Participated in the American Statistical Association's DataFest at UF, where we used data to tackle real estate challenges post Covid. This 48-hour competition challenged teams to extract meaningful insights from complex datasets and present findings to a panel of judges.

Role: Data Analyst