Blog & Case Studies

In-depth technical case studies and insights from building scalable SaaS platforms for US startups

Case Studies

Case Study11 min read

Building Stoke: An Open-Source, Self-Hosted AI Dev Platform on Vast.ai

How I built and open-sourced Stoke — GPU provisioning, model deployment, and editor integration on Vast.ai, with a model-benchmarking framework and ADR-driven architecture. Includes an honest account of what the eval framework does and does not do yet.

PythonLLMGPUVast.ai
January 15, 2026Read more →
Case Study12 min read

Building Demoick: A Deterministic Auto-Zoom Engine and Headless GPU Compositor in Rust

How I built Demoick, a macOS desktop app that turns raw screen recordings into cinematic demos — an interaction-driven camera engine (not spring physics), a hand-rolled wgpu/Metal compositor, and fully local AI for transcription and voice-over.

RustTauriReactTypeScript
December 1, 2025Read more →
Case Study13 min read

Building a Compliance-First HR & Payroll Platform: Rule-Based Automation, LLM-Grounded Q&A, and a Provider-Neutral Billing Core

How I built HRM, a statutory payroll platform for Indian SMEs (EPF/ESI/PT) as founder and sole engineer — a deterministic natural-language action layer, a genuinely LLM-backed compliance assistant, and a multi-gateway billing core, in Laravel 12.

LaravelPHPMySQLAI
October 1, 2025Read more →
Case Study12 min read

Building an AI-Powered Outreach Automation Platform with Node.js and BullMQ

Technical deep dive into building a scalable, event-driven AI outreach platform using Node.js, Express, TypeScript, BullMQ, Redis, and PostgreSQL for a US fintech client.

Node.jsExpressBullMQRedis
August 15, 2025Read more →
Case Study10 min read

Building SimplyTC: Real Estate Transaction Platform with Next.js and Stripe

How I built a pay-per-transaction real estate platform reducing compliance work by 80% using Next.js, TypeScript, and PostgreSQL.

Next.jsTypeScriptPostgreSQLStripe
November 20, 2024Read more →
Case Study11 min read

Building Trustloop: Growth Marketing SaaS with Laravel and Universal Widget System

Leading the technical development of a multi-platform widget system supporting React, Vue, and WordPress for customer review collection.

LaravelPHPSaaSJavaScript
August 10, 2024Read more →
Case Study9 min read

DIYCostSeg: Building a $100K ARR Real Estate SaaS with Laravel

How I built an automated cost segregation report generation platform for US real estate investors using Laravel and MySQL.

LaravelSaaSReal EstateMySQL
June 15, 2023Read more →

Insights & Articles