Essays & Insights

Lessons learned building SaaS, fine-tuning LLM pipelines, and navigating startup launch cycles. I write about practical execution rather than academic theory.

MVP Development
May 14, 2026
6 min read

How to Build and Launch a SaaS MVP in 3 Weeks

A breakdown of techniques to eliminate scope creep, select high-speed tech stacks, and validate core value propositions with real users in under a month.

AI Implementation
April 28, 2026
9 min read

RAG Architectures: Moving Beyond Generic LLM Wrappers

How to design robust context injection pipelines, manage prompt tokens cost-effectively, and handle semantic indexing on multi-tenant document databases.

Startup Lessons
March 18, 2026
7 min read

The Reality of Building Bootstrapped marketplaces

Analyzing the cold-start problem of supply and demand, and how to source curated initial inventory to jumpstart consumer transactional cycles.

SaaS Growth
Feb 05, 2026
5 min read

Optimizing Stripe Checkout Funnels for Mobile Boutiques

Micro-UX adjustments that reduce cart abandonment rates by up to 30%, prioritizing localized digital wallets and payment methods.

Founder Diaries
Jan 12, 2026
8 min read

Founder Diaries: The Balance Between Code and Customer Research

Reflections on how coding speed can trap technical founders in sandbox environments, and how to allocate deliberate hours to customer acquisition.