I'm a builder at heart.
Serial entrepreneur and software engineer currently founding Attensive, a company using
AI to turn existing warehouse camera feeds into real-time measurement and visibility
software. 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.
Experience
Senior Full Stack Software Engineer YC S25
Reacher · Remote · September 2025 - April 2026
- 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
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.
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