I build production multi-agent AI systems — for enterprises and Malaysian SMEs alike. Shipped, with receipts. Not demos.
What clients and peers say about the work — paraphrased from real feedback.
“A 20-year veteran quoted us $15K to automate our sales data entry and accounting. Jewel built it with Google Sheets and Forms — for free. He calls himself a 'ducttape programmer.' Honestly? It just works. That's rare.”
“Our AI and API costs were spiraling, with usage caps throttling us at the worst times. Jewel re-architected the whole thing — capped us near $2K a month with no usage or rate limits. Same capability, a fraction of the bill.”
“He talks in plain language, knows every tool worth knowing, and always recommends the right stack — even when it's free open-source instead of something he'd profit from. He'll self-host and match the scale of any expensive cloud. Passionate over profit — a dev you can truly rely on.”
Products shipped in production
Testimonials paraphrased from real client & peer feedback; names withheld on request.
Six products shipped and in build under the studio — each one live software with users, not slideware.
SaaS · WhatsApp · Multi-agent
A WhatsApp & Telegram 'digital employee' for Malaysian SMEs. Replies in Manglish, qualifies leads, and books appointments around the clock — flat RM299/mo, live in 15 minutes.
Automation · Vision · GPT-4
Hiring-review automation that collapses 40 hours of manual screening into 2 hours a month at 97% accuracy — running across multiple businesses with zero compliance incidents.
SaaS · Concierge · Supabase
A multi-tenant AI dining concierge that runs front-of-house 24/7 — menu intelligence, dietary awareness, and order flow, with an operator analytics dashboard.
Automation · Biometrics
End-to-end payroll automation with biometric attendance sync. Cuts monthly processing from 40 hours to 2, with audit-ready reporting and anomaly alerts.
Generative AI
Generative AI product in active development. Final copy and metrics to confirm.
Developer tooling
AI-assisted project-launch tooling in active development. Final copy and metrics to confirm.
Numbers from shipped software, not slides — every figure traces to a product with users.
InterviewOS & PunchClock collapse 40 hours of monthly processing into 2 — biometric sync, audit-ready output.
InterviewOS screening runs across multiple businesses with zero compliance incidents to date.
Bijou AI onboards a Malaysian SME to a working WhatsApp digital employee in a quarter of an hour.
From the operations floor to enterprise AI architecture — fluent in both the POS and the ML pipeline.
Autonomous agent systems with LangChain and LangGraph. Orchestrated pipelines that plan, execute, and self-correct — the backbone of the proprietary TRACE reasoning framework.
Production chat agents that hold context and code-switch. Bijou AI replies in Manglish over WhatsApp and Telegram, qualifies leads, and books appointments 24/7.
Shipped multi-tenant SaaS with real users — Bijou AI, MenuMuze, and InterviewOS — built on Next.js, TypeScript, and Supabase.
Scalable infrastructure across GCP, AWS, and Railway. Docker containerization and durable state for always-on agent workloads.
Workflow automation that removes hours of manual work — PunchClock and InterviewOS cut 40-hour monthly processes to 2 with audit-ready output.
Retrieval-augmented pipelines with vector search feeding grounded, source-aware responses inside the TRACE multi-agent flow.
Technology isn't about disruption. It's about salvation.
When doctors couldn't diagnose my mother's condition, I fed her medical records into AI systems. The AI identified a treatment pathway they had missed. I organized an international medical journey. Today she is alive because of technology. This is why every line of code matters.
Born in Saisanga, Faridganj, Bangladesh — a village without electricity until I was in Class 5. No computer until college. Zero formal CS education. A perfect 5.0/5.0 GPA despite cycling 5–6 miles daily through harsh conditions. Self-taught from zero to building enterprise AI systems.
Won first place in a competitive English course where the prize was a laptop, against students from Dhaka with far better backgrounds. The laptop never came, but I built fluent, neutral-accented English. The real prize is the skill you develop.
Progressed from waiter to Operations Manager — 50+ staff, $1M+ P&L. I lived the industry's pain: clumsy POS, manual inventory, error-prone payroll, and led the digital transformation that fixed them. I don't build features. I solve problems I've personally lived.
The things AI buyers actually ask before they commit.
Available for remote opportunities worldwide. Whether you need an AI Solutions Architect, Full Stack Developer, or Digital Transformation Consultant who understands both business operations and cutting-edge technology.
Book a 15-30 min discovery call directly on my calendar
A real LLM with the full portfolio, products, and metrics baked in. Answers in the same control-room voice as the site. For a personal reply, use the form below.
"I build systems that solve real problems, not just technical demos. Let's connect if you need a developer who understands both the business floor and the tech stack."
— Muhammad Nurunnabi Jewel (W3JDEV)