Systems that run in production.
AI pipelines, voice agents, marketplaces, and products, designed and built end to end.
Reacher: AI creator discovery
Designed and built the full pipeline, from conception to production.
- Indexed millions of TikTok videos with automated creator profile generation and semantic search.
- Distributed video-analysis pipeline using self-hosted vision-language models and Whisper, with async workers, circuit breakers, and real-time monitoring.
- Multi-GPU inference on AWS 8× H100 servers plus Modal for extra model hosting, tuned to 80–90% GPU utilization.
- Search in under two seconds using query expansion, async APIs, and optimized PostgreSQL indexing.
- Fault-tolerant job distribution with checkpointing and atomic database operations under heavy concurrency.
Careforce AI: autonomous patient-calling agents
Joined as Senior Engineer, built 90% of production systems, promoted to Head of Engineering.
- Real-time AI voice agents that handled calls, analyzed outcomes, booked appointments, and scheduled follow-ups.
- Clinic configuration app for duties, schedules, and agent behavior.
- Natural-language query tool answering free-form questions about clinical data.
- Secure customer API with redundant LLM pipelines and fallbacks.
- HIPAA-compliant infrastructure with row-level security and fine-grained access control.
- Built the engineering team from zero: hiring, assessments, onboarding.
Attensive
AI vision for logistics. Attensive turns existing facility cameras and smartphones into live measurements for parcel dimensions, trailer fill, and inventory visibility. It's in pilots with large enterprise logistics operators. Visit Attensive →
Products, platforms, and companies.
ShiftPosts
On-demand marketplace matching pharmacies with licensed pharmacists across Canada.
Shifthive
Workforce forecasting that optimized staffing to reduce labor costs while meeting real-time demand. Clients included Mount Sinai NYC.
NextQuestion.ai
An AI product built as a contract engagement, from concept to launch.
Nexus Property Management
A property management platform built for a client, end to end.
Sixtooth
A full-service design and development agency that tripled revenue every year.
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