Engineering Insights
Lessons learned from building production systems for governments and enterprises
How I Built MAONI: A Presidential Platform
Building a national-scale civic consultation platform with AI sentiment analysis for the DRC Presidential Office. The journey from concept to 5 production versions.
How I Built MAONI: A Presidential Platform
Building a national-scale civic consultation platform with AI sentiment analysis for the DRC Presidential Office. The journey from concept to 5 production versions.
Optimizing API Performance: 2 Minutes to 30 Seconds
How I optimized a 12-airline flight scraper using intelligent routing, caching, and progressive loading to achieve 75% faster response times.
Integrating Claude API for Government Systems
Using AI for sentiment analysis, summarization, and automation in government and enterprise platforms with real-world results.
Building a SaaS with Zero Ad Spend: The Selzara Story
How I built a 10-module AI SaaS platform and achieved 457 daily organic visitors with $0 paid advertising through SEO and community growth.
Military-Grade Security for Government Platforms
Implementing audit logging, encryption, and multi-role admin panels for national-scale government systems.
Web Scraping at Scale: Cloudflare and CAPTCHA Bypass
Building production scrapers that handle anti-bot measures and extract real-time data at scale for multiple industries.