Data Science · Machine Learning · AI

Turning complex data into clear decisions

I build practical AI solutions that help organizations extract real value from their data. From forecasting models to production ML pipelines — focused on impact, not hype.

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Selected Work

Projects I've built and shipped

Web

SegmentAI Analyst

Customer segmentation web app for marketers. Upload a customer file, cluster it with K-Means or a Gaussian Mixture Model, explore the segments on a dashboard, and generate an AI-written marketing strategy and social posts for each one.

K-Means GMM TypeScript React Gemini
Hugging Face

DocTree

Document triage demo. Paste a request or upload a text file, PDF, or image; it classifies the request, extracts the relevant fields, suggests a target system, and shows an audit log. A rule-based baseline stays explainable while an open-source multimodal LLM handles OCR and semantic enrichment.

Gradio Document AI OCR LLM Python
Hugging Face

Financial Analysis

Technical analysis console for traders. Pick any S&P 500 stock and a date range to get an interactive candlestick chart with simple moving average, Bollinger Bands, RSI with adjustable thresholds, and volume, plus a data preview you can export to CSV.

Streamlit Plotly yfinance Technical Analysis Python
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Latest Writing

Thoughts on data science, ML engineering, and building things that work

From a Classroom Demo to a Customer Segmentation App

How a K-Means example I built for a data analysis course in November 2024 turned, one prototype at a time, into SegmentAI Analyst: a web app that segments customers and writes the marketing strategy for each segment.

machine-learning clustering product teaching ai-tools

Getting Started with Hugging Face Spaces

A practical guide to deploying interactive ML demos using Hugging Face Spaces, from setup to sharing your models with the world.

machine-learning hugging-face deployment

Why Every Data Scientist Needs a Portfolio Site

Your GitHub profile isn't enough. Here's why a personal website is the highest-leverage investment you can make for your data science career.

career data-science personal-branding
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Interested in working together?

Whether it's consulting, training, or a collaboration — I'd love to hear about what you're building.

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