I'm a builder at heart.
Serial entrepreneur and software engineer passionate about product design, engineering,
and turning early-stage ideas into real-world impact. I've been coding since age 12,
studied Neural Biology and Computer Science at the University of Toronto, and left in
my fourth year to pursue entrepreneurship full-time.
Current
Senior Full Stack Software Engineer YC S25
Reacher · Remote · September 2025 - Present
- Developed an AI-powered creator discovery platform by indexing millions of TikTok videos with automated profile generation and semantic search.
- Built a distributed video-analysis pipeline using self-hosted VLMs (Keye-1.5) and Whisper, supported by async workers, circuit breakers, and real-time monitoring.
- Deployed multi-GPU inference on AWS p5.48xlarge (8x H100), configuring CUDA stacks and scaling with Modal for additional LLM hosting. Optimized to 80-90% GPU utilization.
- Achieved sub-2-second semantic search using query expansion, FastAPI async endpoints, and optimized PostgreSQL indexing.
- Engineered fault-tolerant infrastructure with node-based job distribution, checkpointing, and atomic DB operations for consistency under heavy concurrency.
Stack: Python, FastAPI, PostgreSQL, Azure OpenAI, Modal, AWS, CUDA, Whisper, asyncio, Docker, React
Experience
Senior Full Stack Engineer → Head of Engineering YC F24
Careforce AI (Previously Helpcare AI) · Remote · January 2025 - July 2025
- Promoted to Head of Engineering after building 90% of Helpcare's production codebase and leading development across AI systems, infrastructure, and security.
- Designed and implemented real-time autonomous AI calling agents using Python, the Vapi API, and Google Cloud Functions. These agents handled outbound/inbound calls, analyzed outcomes, scheduled follow-ups, sent Slack alerts, and booked appointments through dynamic browser automation.
- Built cron job infrastructure to automate call scheduling, post-call data retrieval, and callback workflows.
- Developed a front-end configuration application using React, Python FastAPI and Supabase, enabling clinics to define duties, schedules, and agent behavior.
- Architected a natural language query tool with Python, LangChain, and OpenAI API, allowing users to ask free-form questions about clinical data and receive answers in both tables and narrative summaries.
- Created a secure customer-facing API for uploading patient data and querying engagement status. Incorporated redundant LLM pipelines, fallback APIs, and AWS Bedrock integration for reliability.
- Transformed early-stage prototypes into scalable, production-grade systems deployed across multiple health centers in real-time.
- Implemented HIPAA-compliant infrastructure, including Row Level Security and Clerk.com authentication for fine-grained access control.
- Authored internal security policies, contributed to contract reviews, and completed security questionnaires to mitigate the lack of SOC 2 certification.
- Scaled the engineering organization from zero: defined hiring criteria, created technical assessments, and led interviews and onboarding for senior engineers.
Lead Senior Full Stack Software Engineer (Contract)
WorthyGrants · Remote · June 2024 - January 2025
- Developed from scratch an LLM-powered grant writer for non-profits looking to raise funds. Built with Next.js, React, AWS Bedrock, Supabase & Stripe.
- Developed a Chrome extension which assisted in the adding of grant data to the user's control panel.
- Created a subscription system using Stripe's API. Built a scraper using Playwright & AWS Lambda to auto-scrape grant data.
Founder
Demist AI · 2024 - Present
Built and launched a real-time AI voice guidance service connecting users with
conversational agents over the phone. Features per-minute billing, Stripe integration,
and a fully custom backend and ledger system.
Lead Senior Full Stack Software Engineer & Founder
Shifthive · San Francisco, CA · November 2018 - January 2025
- Engineered and deployed advanced AI scheduling algorithms that optimize complex schedules, impacting billion-dollar organizations like Minor Hotels and Mount Sinai Hospital.
- Mentored by Kirk Bradley, Oracle's employee #5.
- Directed a team of engineers in the development of scalable SaaS products, utilizing PHP Laravel, Angular, and Ionic for full-stack development.
- Coordinated cross-functional teams for API integrations and managed IT approval processes for large-scale deployments.
Lead Senior Full Stack Software Engineer & Founder
ShiftPosts (Acquired) · Toronto, Canada · September 2015 - August 2017
- Founded and led the development of an on-demand platform for healthcare shift workers, overseeing all aspects from concept to deployment.
- Architected the platform using Sails.js, integrating functionalities such as shift application and rating systems to ensure high service standards.
Technical Skills
Languages: JavaScript (React, Angular, Vue.js), Python (Django, Flask, FastAPI), PHP (Laravel, Symfony), TypeScript, HTML5, CSS3, SQL (PostgreSQL, MySQL, SQLite), NoSQL (MongoDB), Graph Databases (Neo4j)
Technologies: LangChain, Docker, AWS, TensorFlow, Ionic, Kubernetes, Terraform, PyTorch, OpenAI APIs, Hugging Face, Scikit-learn, Supabase, Vercel, Amazon Bedrock, Stripe API, AWS Lambda, CUDA, Modal, Whisper
Outside of Work
Elite level beach racketball player (high intensity cardio), meditation, spirituality practice and podcasts.
Beach Racketball
Meditation
Spirituality
Podcasts