Python-first Full-Stack & AI Engineer
Production AI agents, multi-tenant SaaS, and intelligent automation. Shipping Python since 2020.
Replaced a legacy ASP.NET (c. 2005) retail-merchandising platform serving 10,000+ stores, 250+ field associates, and clients like Target & Kroger.
→ Rebuilt in 8 months as a Django SaaS on SaaS Pegasus. 10M+ records migrated with zero data loss, 26 Django apps, 15k+ daily API requests under 200ms, DB perf improved 45%.
Full recruitment automation: resume parsing, JD-based scoring, and a live AI-presenter interview bot with anti-cheat.
→ Sole engineer. Built end-to-end pipeline: BarkTTS voice cloning → Wav2Lip/MuseTalk lip sync → realtime interview bot with gaze tracking and tab-lock anti-cheat.
Production-grade wound segmentation, stage classification, and clinical extraction — running on-device on mobile.
→ Custom UNet + EfficientNet-B4 with hybrid Dice/Focal loss reaching 95%+ accuracy. INT8-quantized for on-device inference. FastAPI inference backend.
Saudi hospital needed an autonomous voice agent for booking, cancellation, rescheduling, and doctor availability — not an IVR.
→ Fully agentic LLM with tool-calling: booking, cancellation, availability, FAQ. Twilio + OpenAI Realtime API for natural multi-turn voice.
Let any business spin up an embeddable AI chatbot grounded on their own documents, with human-agent escalation.
→ RBAC multi-tenancy, vector-DB RAG over uploaded docs, iframe embed, tool-calling escalation to live human, voice chat. Lifted visitor-to-lead conversion by 80%.
Legacy WordPress took ~10s to load 1,000 listings against 10M+ housing records. Unusable.
→ Rebuilt as Django + PostgreSQL with Pandas bulk ingest and Redis cache on AWS EC2. 10s → 200–300ms (~50× faster). Employee of the Month.
Person Re-Identification web app — Transformer-based Re-ID fine-tuned on a custom dataset; React + FastAPI; multi-camera tracking with live & DVR/NVR feeds.
Open to remote full-time and contract roles in AI/backend engineering. Quick to respond.