Muhammad Subhan.
3+ years building production systems — started shipping at 17. I architect and deliver full-stack products from zero to production: multi-agent AI pipelines, distributed backends, and scalable SaaS platforms. 10+ products shipped across healthcare, e-commerce, and beyond.
10+
Products
3+
Years in Industry
3
AI Systems
Experience
Where I've worked.
Co-Founder & Lead Engineer
Claimlyt · Full-time
Jan 2026 – Present
San Francisco, CA · Remote
- Own product design, system architecture, and the full business logic module for an AI healthcare platform
- Designed the complete system upfront — service boundaries, database schema, queue topology — before writing any code
- Built the web system and core backend; AI module led by co-founder, technical decisions made collaboratively
Software Engineering Team Lead
Giant Eye Tech · Full-time
Apr 2025 – Present
Lahore, Pakistan · Remote
- Lead development teams across multiple client projects (e-commerce, SaaS platforms, marketplaces)
- Architected and shipped Online.ie (5-module platform), LrParts (OEM matching marketplace), and JobsDirect.ie
- Established code review processes, CI/CD pipelines, and architecture-first development culture
- Mentored junior developers on system design, clean architecture, and production best practices
Software Developer
Nobel10 Technologies · Full-time
Jun 2025 – Present
Lahore, Pakistan · Hybrid
- Built OSO/IrisMed — a full-suite optometry practice management system (Django, PostgreSQL, Electron)
- Integrated insurance verification APIs (VSP, EyeMed, Availity) and payment processing (CardPointe, Stripe)
- Delivered DFW Roofers — SEO-optimized SvelteKit site with quote system for Dallas-Fort Worth market
Web App Developer
Overdrive Viral · Freelance
Jul 2024 – Jul 2025
Chicago, IL · Remote
- Built the entire backend from scratch — queue-based architecture with BullMQ processing 10K+ influencer profiles
- Integrated Apify scraping pipelines and Groq LLM for AI-powered campaign analytics
- Implemented real-time Slack notifications, CSV bulk operations, and Bull Board monitoring dashboard
Open Source
Research & contributions.
AI Clinical Assistant
Multi-modal clinical AI system combining RAG, vector search, and vision-language models for clinical Q&A, disease prediction, and chest X-ray analysis. Built as part of a research paper.
- 3-pipeline RAG architecture: clinical Q&A (PubMedQA), symptom-based disease prediction, and radiology image analysis
- Multi-model orchestration — LLaMA 3 Instruct, PubMed-CLIP, fine-tuned ViT, and Llama Vision in a single system
- Semantic retrieval over 3 datasets using ChromaDB with SentenceTransformer embeddings
- 74% BERTScore semantic match with ground-truth medical annotations
Selected Work
Projects I've shipped.
Built from scratch. Shipped to production. Click any project to read the full case study.
Claimlyt
Visit ↗Multi-agent AI platform fighting $262B in denied insurance claims. 7-node LangGraph pipeline with RAG-powered medical research.
OSO / IrisMed
Visit ↗Optometry practice management — scheduling, insurance verification, AI knowledge base, Electron desktop app.
Online.ie
Visit ↗5-module site builder ecosystem — drag-and-drop editor, vendor dashboard, real-time Socket.io collaboration.
LrParts
Visit ↗Land Rover parts marketplace — OEM fitment matching, hybrid inventory, Stripe checkout.
JobsDirect.ie
Visit ↗Two-sided job marketplace — employer posting, candidate applications, Stripe subscriptions, admin approval.
Overdrive
Visit ↗Influencer campaign engine — BullMQ queue processing, Apify data scraping, Groq LLM analytics.
TapBak
Digital loyalty card platform for modern businesses — Apple Wallet & Google Wallet integration, analytics dashboard.
Limitter
Visit ↗Screen time management app — smart website blocking with tab-aware timers, browser extension + mobile app.
Truth Signal
Visit ↗AI-powered credibility analysis platform — migrated complex N8N automation flows to Supabase Edge Functions with OpenAI and Cron Jobs, eliminating external server dependency.
DFW Roofers
Visit ↗Professional roofing company website — service pages, quote system, SEO-optimized with review integration.
About
I ship products that
create real impact.
With 3+ years of industry experience, I design systems before writing code — database architecture, service boundaries, queue topologies, and scaling strategies come first. I've shipped 10+ production products across healthcare, e-commerce, recruitment, SaaS, and analytics, leading teams and owning architecture end-to-end.
Co-Founder & Lead Engineer
Building Claimlyt — multi-agent AI for healthcare
3+ Years Shipping Production Systems
Architecture-first approach, 10+ products across 5+ industries
Tech Stack
Frontend
Backend
AI / ML
Infra
Get in Touch
Let's build something together.
Have a product to ship, a startup to launch, or a hard engineering challenge?