Profile

I am a full-stack software engineer focused on AI-driven SaaS products. Most of my recent work uses Next.js, Supabase, Pinecone, Gemini, FastAPI, OCR, and NLP to turn messy workflows into clean product experiences.

I work directly with founders and client teams, which means I care about the product shape as much as the implementation: what needs to be automated, what should stay simple, and how the system can stay maintainable after the first version ships.

Practical first

I like AI features that solve a concrete workflow, not just a demo.

Clean systems

I care about the data path, failure mode, and maintainability after launch.

Client-aware

I work close to business goals, timelines, and what users actually need.

Experience

Full-Stack Developer

Growthmarketing.tw

Aug 2025 - Nov 2025

Built a bilingual SEO AI Overview Dashboard with Next.js, Supabase, Gemini, external SEO APIs, and async reporting workflows.

AI/ML Engineer

Comms8

Mar 2025 - Aug 2025

Worked across ML experiments, influencer data enrichment, full-stack tooling, platform QA, and product coordination.

Data Intern

Comms8

May 2024 - Feb 2025

Automated reporting and data pipelines for influencer profiles, SEO performance, and campaign analytics.

Muhammad Rabby Ilyas

Full Stack Software Engineer building pragmatic AI products with Next.js, Supabase, vector search, and clean product thinking.