Shahan Ahmed / Data Products & Systems
Products
From raw data to working systems
A curated list of data products, machine learning pipelines, AI agents, dashboards, and analytics systems built from raw datasets into usable outputs.
Product library
Built systems
93%
Accuracy · 100% Recall
Cancer Risk Prediction Pipeline
Identifies high-risk cancer patients at the moment of admission.
End-to-end ML pipeline on Databricks that flags high-risk patients from CMS Medicare claims. Delta Lake medallion architecture, MLflow tracking, and 100% recall — no critical cases missed.
64+
Emails Sent
ExForge
Autonomous lead generation — from Google Maps to cold email inbox.
AI agent that scrapes businesses, scores leads with Claude Haiku, audits websites, generates PDF reports, and sends personalized cold emails. Zero manual steps. Runs on a daily schedule.
$263K
Identified Savings
Austin Municipal Court Analytics
Data-driven policy interventions for a city court system.
Assessment of 19,906 court cases in Austin covering operational triage, equity monitoring, fiscal impact sizing ($263K savings), and prioritized policy recommendations for city leadership.
100%
Model Accuracy
QSR POS Sales Dashboard
Revenue optimization for a multi-location restaurant chain.
Analyzed 1,743 POS transactions across 10 locations. ML models hit 100% accuracy; revenue analysis surfaced $4–5K in monthly upside. Delivered as a live interactive React dashboard.
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