Open to engineering roles
I build web applications, APIs, and AI-powered tools with React, Node.js, PostgreSQL, and Python. My work connects thoughtful user experiences with dependable backend systems.
Selected Work
Full-stack products and machine learning work, with live demos and source where the repositories are public.
Screen 1 of 4: Planning a trip
LiveTTP Capstone
An AI travel planner that brings itineraries, visa checks, activities, packing lists and trip management into one app.
My contribution: Developed and secured 20+ REST API endpoints and contributed across the React client and the Express and PostgreSQL server of this team capstone.
Screen 1 of 5: Today
LiveFamily Planner
A family planner that puts the calendar, chores, meals, documents, notes and shared money behind one login.
My contribution: Built it solo: the schema, the row-level security policies that keep each family's data separate, the client, offline behavior and release.
Screen 1 of 2: Home page
LiveBMCC Hackathon
Helps CUNY students find the aid, benefits, scholarships and internships they may qualify for, ranked by fit.
My contribution: Built the deterministic eligibility engine that runs before any AI is consulted, the server-side AI workflows, and PostgreSQL persistence with authentication and rate limiting.
Internship results
Figures from the project's verification report, available on request. They are grouped by what kind of result they are: two correct how the model was evaluated, and two improve the service and tests around it.
The model was not changed. Fixing the label decoder corrected how it was scored.
Changes to the test suite and the service, separate from the model.
Limitations. Research prototype evaluated on 18 held-out images, using a strict overlap metric on a dataset where crack pixels are 1.6% of the total. Retraining on the corrected labels changed IoU by +0.0082, within the noise at this sample size, so I make no model-improvement claim. Not intended for safety-critical decision-making.
Stack
The tools and technologies I use, organized by role. Explore my skills page to see how I’ve applied each one in my projects.
Approach
Three principles I apply, with the projects where I applied them.
Enforce important safeguards in the database or the architecture, so they hold whatever the application code does.
Examples:PLANITPDF Workspace
Leave the decisions that affect people to rules that can be read and tested, and use AI to rank, explain and draft.
Examples:BridgeAITarn Wellness
Check the data and the assumptions as well as the suite, so defects that every test missed still get found.
Example:Walkspan ML
Let's Connect
I'm looking for full-stack, backend, software engineering, and data-focused roles. Happy to walk through any project in detail, including the private ones.
