Building systems
that work in the real
world.

Async FastAPI service with parallel HTTP validation and rate limiting, deployed on AWS with Nginx and Gunicorn.

Arduino-based pressure estimation device with EEPROM calibration and averaged pairwise slopes for accurate readings.

Automated extraction, transformation and loading of invoice data saving ~$10K/year in manual processing time.

An LLM-powered retrieval-augmented generation (RAG) system built for a social workers union in Guelph, Ontario. The assistant was designed to answer questions over large collections of union documents, agreements, and internal materials by combining semantic search, vector embeddings, and LLM-based response generation to simplify complex information and improve document accessibility for members.

A custom Slack application built for a Toronto-based networking company focused on connecting students, job seekers, mentors, and employers. The platform integrated directly with the client backend, allowing organizers and participants to create, join, and manage networking events entirely inside Slack through interactive workflows, modal interfaces, automated channel creation, and OAuth 2.0 authentication.

A Google Meet add-on developed for a Toronto-based networking company to streamline event creation during live meetings. Built using Node.js, Google Workspace APIs, and Google Cloud tooling, the add-on provided an embedded side-panel workflow that synchronized directly with the client backend while handling authentication, edge cases, and real-time event generation inside Google Meet.

Next.js consultancy website covering real estate, business advisory, and software divisions.

Multi-service architecture across three languages. With a hidden layer for the technically curious.