AI that works for your business,
not the other way around.
95% of AI pilots fail — not because of the tool, but because nobody mapped the workflow, trained the team, or measured whether it worked. I work in that gap.
What I Do
I help small businesses get real, measurable value out of AI — not just a pilot that fades out. Strategy, architecture, and hands-on engineering from someone who builds production systems, not slide decks.
Workflow Mapping
Find the repetitive, manual processes where AI saves real time and money — then actually build the integration.
Implementation
Not a prototype. Production systems that run unattended, with monitoring, error handling, and measurable output.
Team Enablement
Train your team on what the tools actually do, where they break, and how to get value from them every day.
Projects I've Built
Real systems running in production — not demos. These are the proof points behind the consulting.
Automated Purchase Tracking
Parses Gmail purchase emails via Claude API, extracts structured data, stores in Firestore, exports to Excel. 974 items tracked back to 2012, 96.7% auto-classified, runs unattended.
Flask · Claude API · Google Cloud · Firestore
Document Intake & Search
Scan a paper with your phone, auto-process via OCR, file it in a searchable archive. Receipts feed into purchase tracking; business cards become a contact database.
Python · Tesseract OCR · SQLite · CLI
Study Platform
Flask web app live with Golisano Institute students. Practice quizzes with class analytics, lesson notes, formula sheets, and quiz history. Real users, real usage every week.
Flask · Supabase · Jinja2 · JavaScript
AI Adoption Research
Structured interviews with speakers and recruiting firms at the weekly Golisano Speaking from Experience series, tracking AI readiness, tool usage, and workflow adoption patterns across industries.
Streamlit · JSON · Data Analysis
Background
Education: BSBA Finance from Elon University. Currently completing a Advanced Certificate in AI & Business at Golisano Institute for Business & Entrepreneurship (Feb 2027) — coursework in AI transformation, business analytics, and sales.
Good fit for: Businesses with repetitive manual processes, teams drowning in spreadsheets, operations where small per-transaction savings add up at scale, or anyone whose AI tool didn't stick.
Ready to talk?
No pitch deck. Just a conversation about what's actually slowing you down.