Hello, I am Rabby

Full Stack Software Engineer building AI products that ship.

Full-stack developer focused on real-world AI products: dashboards, semantic search, OCR workflows, LLM integrations, and client-facing SaaS from prototype to production.

Indonesia, working remotely

Selected work

Client products and AI experiments with real product surfaces.

All projects

Semantic match

Second Act Pro

Current client work2026

Second Act Pro

AI matching platform

A semantic matching platform that connects experienced professionals with organizations using CV parsing, vector search, and explainable scoring.

Next.jsTypeScriptSupabasePinecone

Session graph

Daphne Session Studio

Current client work2026

Daphne Session Studio

German client AI workspace

A session intelligence workspace for listening, Q&A, document retrieval, and graph-based reasoning over long conversations.

Next.jsTypeScriptSupabaseDeepgram

Logic graph

Argify

Personal project2025

Argify

Argument visualization

An AI-powered tool that turns complex arguments into interactive Toulmin-model logic graphs.

Next.jsTypeScriptReact FlowGemini 2.5 Flash

Document parse

Sclook

Personal project2025

Sclook

AI OCR platform

An OCR platform for turning documents, business cards, and invoices into structured data.

Next.jsOCRComputer VisionOpenRouter

Stack

Tools I use to build practical AI software.

Next.jsTypeScriptReactSupabasePostgreSQLPineconeFastAPIGemini AIOCRNLPPythonVercel

Learning

What I am actively sharpening right now.

Learning log

Associate Data Scientist in Python

In progress

Continuing the DataCamp track to strengthen statistics, modeling, and Python data workflows.

Production RAG and Vector Search

Active practice

Learning by building client systems with Pinecone, legal/document retrieval, embeddings, and grounded Q&A.

AI Audio and Session Intelligence

Client-driven learning

Exploring live audio, speaker mapping, transcript pipelines, and AI summaries for long sessions.

Experience

Remote teams, client products, and AI-heavy delivery.

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.