Roman Pisani profile picture

Roman Pisani

Software Engineer & AI/ML Developer
University of Massachusetts Amherst
B.S. Computer Science
romanp2929 (at) gmail.com


About Me

I’m a Software Engineer and AI/ML Developer at the University of Massachusetts Amherst. I specialize in building production-scale machine learning systems, full-stack applications, and cloud infrastructure that drive measurable business impact.

I’m passionate about creating software to solve complex, high-impact problems.

News

Recent Blog Posts

May 3, 2026 • 6 min read
Media/social media addiction is a new type of challenge. In my struggle to overcome social media addiction I've learned some things about psychology in general I'd like to share

January 15, 2026 • 6 min read
Tech companies have forgotten the value of young professionals, and it's going to come back to bite us all. From AI-driven productivity theater to the disappearing return offer, here's why the software internship model is broken and what needs to change.

Featured Projects & Impact

Personal
Drip Screen Time app icon, a blue water drop
Jul 2026 – Present
Balance-Based App Blocking Built on Apple's Family Controls & Managed Settings
RocketReels video generation pipeline interface showing automated content creation
Sep – Dec 2024
End-to-End Content Generation System
Capital One
Capital One logo
Remote Deposit Capture: iOS Validation Flow for $2.8B+ in Annual Deposits
Jun – Aug 2026
Swift Frontend Architecture & Asynchronous Check-Processing Microservice
Chewy
Document icon with a scan line, representing AI document extraction
AI Vision Pipeline for Veterinary Documents: 50K+ Documents Processed Monthly
Aug – Dec 2025
OpenCV Preprocessing, LLM Schema Extraction & Fuzzy-Match Validation Against Snowflake
Chewy veterinary care system dashboard showing prescription triage workflow
AI-Driven Prescription Triage System: 10x Acceleration in Veterinary Approval Workflows
Jun – Aug 2025
Production ML System at Chewy - Processing ~1M monthly prescriptions
Network visualization of AWS Neptune knowledge graph with clinical data nodes
AWS Neptune Knowledge Graph for Clinical Intelligence
Jun – Aug 2025
Billions-Scale Graph Database Powering LLM Reasoning for Drug Interactions & Veterinary AI
Credit Karma
Credit Karma fraud detection user interface with analytics dashboard
Fraud Detection UI System Preventing $50K+ in Monthly Fraud Losses
May – Aug 2024
Cross-Platform TypeScript React Application with GCP Analytics Integration