Senior AI Engineer / Full Stack Engineer
Qult.ai ↗
W2 · Full-time · Mar 2026 — Present
- Built AI-powered healthcare timesheet OCR platform — agentic LLM pipeline extracts shifts, breaks, and hours into structured payroll data with self-correction workflows
- Reduced LLM token costs by 40% through context caching, eval pipelines, and intelligent model routing
- Built FastRead.io — SaaS platform for AI book generation (80K+ books generated) with multi-model LLM orchestration (Gemini, Claude, OpenAI)
- Implemented Celery + Redis task infrastructure with 3 priority queues, processing 1,000+ timesheets/week
Python Django Celery LLMs RAG LangChain Stripe AWS
Mach 1 Integration — Healthcare Timesheet OCR
Mar 2026 — Present
Agentic LLM pipeline for healthcare payroll — function calling, structured outputs, auto-detection of missing signatures, multi-tenant DDD with audit trails
FastRead.io — AI Book Generation SaaS
Mar 2026 — Present
80K+ books generated using multi-model orchestration (Gemini, Claude, OpenAI), AI image generation via Replicate, Stripe billing
Remote · Full-time · Mar 2022 — Feb 2026
- Built Chat Tapestry — enterprise AI platform with AWS Bedrock multi-model access (Claude, Nova, Llama), AI agents with function calling for deep research and document generation
- Led AP News content platform processing 5,000+ articles/day with auto-tagging, Redis caching, and PostgreSQL read replicas
- Increased API throughput by 40% through query optimization; reduced response latency to under 200ms
- Led team of 4 engineers across multiple US client engagements
FastAPI Next.js AWS Bedrock Django PostgreSQL Redis Docker LangChain
Tapestry (COACH, Kate Spade) — Chat Tapestry AI Platform
Mar 2022 — Feb 2026
Enterprise AI chat with multi-agent workflows, document generation (PPT, PDF, Word), web search tools, deployed on AWS ECS with 99.5% availability
Tapestry (COACH, Kate Spade) — Location Management System
Mar 2022 — Feb 2026
FastAPI + Next.js + SQL Server for global retail store management, AWS Lambda with Cognito authentication
Associated Press (AP News) — News Platform
Mar 2022 — Feb 2026
News ingestion system processing 5,000+ articles/day with NLP auto-tagging, Firebase push notifications, GCP deployment
Hybrid · Full-time · Jun 2021 — Mar 2022
- Built ESG data management platform with role-based approval workflows for British American Tobacco (UK)
- Designed ETL pipelines ingesting CSV data across 14 categories into Snowflake fact tables
- Implemented Azure deployment with Vault for secrets management and secure authentication
- Developed REST APIs with Django for file processing and multi-level approval workflows
Python Django Snowflake Azure PostgreSQL ETL
British American Tobacco — ESG & Procurement Platform
Jun 2021 — Mar 2022
ESG data management with approval workflows, Snowflake data warehouse integration, Azure Web Services deployment
Hybrid · Full-time · Mar 2018 — Jun 2021
- Built ML inference platform for Overview.ai (YC) — UNET model with 95% accuracy, processing 10,000+ images/day for automated defect detection
- Engineered real-time image ingestion pipeline using RabbitMQ from on-site cameras with auto-scaling on AWS
- Built design creation tool for PrintMoz with canvas-based editing, layer management, and published reusable TypeScript package
- Developed computer vision system with IoT (MQTT) for AUAV edge defect detection, reducing inspection time by 30%
React Django Node.js Angular RabbitMQ Docker AWS OpenCV
Overview.ai (Y Combinator) — AI Defect Detection
Mar 2018 — Jun 2021
End-to-end ML inference platform with UNET deep learning, RabbitMQ image ingestion, AWS Lambda auto-scaling
PrintMoz (US) — Design Creation Tool
Mar 2018 — Jun 2021
Canvas-based design tool with Node.js, Angular 2, MongoDB — shapes, layers, undo/redo, npm package
AUAV (Australia) — Computer Vision & IoT
Mar 2018 — Jun 2021
Edge defect detection with Python/OpenCV, MQTT IoT communication, React + Fabric.js image viewer
Onsite · Full-time · Apr 2017 — Feb 2018
- Built RESTful APIs using Python and Django for Mapport geospatial data platform
- Developed backend services handling large datasets with PostgreSQL for map-based analytics
- Implemented OAuth/JWT authentication and role-based access control
Python Django PostgreSQL REST APIs GIS Angular
Side Project · 2025 — Present
- Built a finance calculator platform with 48+ calculators covering loans, investments, salary, retirement, and business math
- GEO-optimized with structured data for AI discoverability and citability
- Built with Next.js, TypeScript, and Tailwind CSS, deployed on Vercel
Next.js TypeScript Tailwind CSS Vercel SEO
Side Project · 2025 — Present
- Built a unified analytics dashboard consolidating multiple Meta (Facebook & Instagram) ad accounts into a single workspace
- Real-time tracking of ROAS, spend, and leads with automated alerts for performance anomalies
- Designed for agencies and performance brands to reduce wasted ad budget through intelligent detection
Next.js Meta API Analytics SaaS
Side Project · 2025 — Present
- Built a free online tool generating 15+ stylized Unicode text formats — bold, italic, cursive, and decorative
- Client-side processing for privacy — no account required, text never leaves the browser
- Optimized for SEO and social media use cases
Next.js Unicode SEO Vercel