Toronto, ON, Canada
Building AI/RAG systems · Open to full-stack & AI roles, remote Canada-wide
I’m a full-stack software developer with 4+ years of professional experience building production systems across backend services, modern web applications, distributed systems, cloud infrastructure, and enterprise SaaS, from Java/Spring Boot and Kafka through modern Python/FastAPI, Next.js, Azure, security, accessibility, and AI-assisted engineering workflows.
Currently: hybrid RAG pipeline for OSFI regulatory search (consulting)
Problem
Regulatory teams need precise answers from dense OSFI documents, and keyword search fails on regulatory language.
Approach
Hybrid retrieval surfaces relevant passages from OSFI publications and feeds them to an LLM, so answers stay grounded in the source documents instead of keyword matches alone.
Outcome
In active development for a consulting client.
Traveltical Inc. · Toronto, Ontario, Canada
I work across frontend and backend engineering on enterprise software for regulated financial-services environments. My role combines product engineering, backend development, accessibility, security, cloud architecture, automated quality engineering, and AI-assisted development.
Ehalo · Remote, Canada
At Ehalo, I owned the development of a personalized trip-inquiry workflow spanning the customer-facing frontend, REST API, business logic, and relational persistence.
I build full-stack applications, event-driven pipelines, and RAG systems. Open to full-time roles and freelance work.
Also available for freelance full-stack and AI consulting work.
