Project archive

Case studies for AI product systems.

A deeper look at shipped work, prototypes, constraints, and decisions.

Selected case studies

Built systems, not slideware.

Each case study documents the problem, constraints, architecture, decisions, and tradeoffs behind the work.

All projects
AI-Powered Website Builder
2024-2025 / Production-ready

Kilat.store

An AI-powered website builder allowing Indonesian small-medium businesses (UMKMs) to construct their business landing pages in 60 seconds.

Successfully built a multi-tenant platform with visual editor capabilities and automated generation pipelines, lowering the digital commerce entry barrier.

Next.js 15Puck EditorAstro 4Ruby on Rails 8Terraform
Real-time AI coaching platform
2025 / Shipped MVP

Codexia Live

A real-time coding coach that watches friction signals and responds with progressive hints instead of handing over answers.

Converted an open-ended AI tutor idea into a low-latency coaching loop with measurable intervention points.

SvelteKitTypeScriptWebSocketsGoogle Cloud RunLLM tool calls
Agentic B2B CRM
2026 / Active Beta

The Beddo AI-CRM

An agentic B2B CRM for the mattress and bedding industry that balances autonomous AI customer interactions with transparent telemetry.

Engineered a next-generation CRM inbox where human operators oversee autonomous lead extraction agents via live Model Context Protocol streams.

Next.js 16tRPC v11Better AuthDrizzle ORMStitch MCP
Automated video cropping platform
2025 / Shipped Beta

AIClipper.video

An automated serverless SaaS platform converting long-form YouTube videos into viral vertical Shorts, optimized for mixed-language regional audiences.

Delivered a fully automated media rendering pipeline that transcribes, isolates viral hooks, and crops landscape videos into portrait formats.

Next.js 15Tailwind CSS v4AWS LambdaAWS Step FunctionsDynamoDB
B2B mentoring and learning platform
2023-2025 / Production

FutureLab AI Workflows

AI-assisted transcription, summarization, and workflow automation for mentoring operations and B2B delivery.

Helped product and operations teams turn session data into summaries, follow-ups, and delivery visibility.

Ruby on RailsPostgreSQLAWSOpenAIRSpec
Personal knowledge and case-study CMS
2026 / Live

Portfolio Content System

A server-rendered portfolio architecture that keeps project data in Notion while preserving a fast custom frontend.

Creates a maintainable publishing workflow for case studies, experiments, and technical notes without exposing Notion credentials.

SvelteKitNotion APIServer load functionsTailwind CSS
Semantic search & matching engine
2024 / Prototype

AI Mentor Matcher

An intelligent matchmaking platform pairing mentors and mentees based on professional goals, industry experience, and skill profiles.

Developed a dual-mode search engine combining traditional keyword searches with high-dimensional vector embeddings for superior semantic relevance.

Next.jsOpenAI APIPrismaPostgreSQLpgvector