Skip to main content

Engineering Scalable Platforms

Deep dives into advanced systems, operational logic, and the architecture behind production-grade platform ventures.

Reimagining E-Commerce: The Arrivals Cave Analytics Engine
Problem

Launching a seasonal Panjabi collection in Bangladesh from zero audience required an incredibly aggressive, highly optimized digital strategy. Paid acquisition was mandatory, but client-side tracking pixels were losing 30-40% of conversion data to iOS 14+ ad-blockers, destroying ROAS predictability while advanced CRO UX features were simultaneously crippling Core Web Vitals.

Impact

Meta and Google ad campaigns were fed pristine, unblockable conversion data, severely lowering the Customer Acquisition Cost (CAC). The algorithm learned the target demographic with extreme precision, allowing Arrivals Cave to rapidly dominate the seasonal niche.

Attribution Win: +30%Lighthouse: 95+CRO Features: 7+
Eid 2026 Launch
Gaari: Architecting Bangladesh's First Multi-Service Travel Platform
Problem

Building Bangladesh's first comprehensive car rental and travel platform required solving multiple complex challenges simultaneously. The platform needed to handle three distinct service types (Car Rental, Travel Packages, Activities) with different booking parameters, pricing models, and availability constraints. The core challenge was creating a unified booking system that could manage real-time availability across hundreds of vehicles and services while preventing double bookings during high-traffic periods. Additionally, the system needed to support dynamic pricing algorithms that adjust based on demand, duration, and seasonality—all while maintaining sub-second response times for search queries. Payment integration presented another layer of complexity, requiring seamless integration with both Stripe (international) and Bkash (local) payment gateways, each with different webhook structures and security requirements. The geographic services component needed to support 500+ landmarks and provide route optimization for travel planning.

Impact

Successfully launched Gaari with a production-ready booking system that handles multiple service types seamlessly. The platform now processes bookings efficiently with real-time availability management and supports dynamic pricing that adapts to market conditions. The unified payment system processes transactions through both international and local gateways without friction.

Components: 80+API Endpoints: 110+Database Tables: 20+
2023 - Present
Scaling News for 170 Million Bengali Speakers
Problem

InshortBD aimed to fundamentally disrupt digital news delivery for 170M+ Bengali speakers. The platform had to gracefullly withstand violent, localized traffic explosions synonymous with breaking political news without succumbing to gateway timeouts, all while maintaining an utterly frictionless, rich-text experience for non-technical journalists.

Impact

By aggressively anticipating the intrinsic bottlenecks of digital journalism, we built an infrastructure that allows writers to focus exclusively on the story, entirely abstracted away from the violence of massive compute scale. Engineers deploy with total psychological safety.

CI/CD Regressions: 0%Time-to-Publish: -40%Audience Target: 170M+
2026 - Present
Bespoke Portfolio Architecture: Performance and Polish
Problem

A high-level Operations Executive required a digital presence transcending a basic static CV. The portfolio needed profound aesthetic polish (animations, complex layouts) mixed with unapologetic technical perfection (100/100 Lighthouse) to act as an industry thought-leadership engine.

Impact

The deployed architecture established a profound authoritative presence, fundamentally demonstrating the thesis: High design and deep performance are not mutually exclusive when engineered simultaneously. The markdown CMS allowed the client to scale thought-leadership immediately.

Performance: 100/100First Paint: <0.8sUX Render: Zero CLS
2026
The Trail: Engineering a Custom CMS and News Delivery Platform
Problem

Building a production-ready news platform required creating a custom CMS from scratch that could handle high traffic, provide rich editorial tools, and deliver content at lightning speed. The challenge wasn't just building a news site—it was creating a comprehensive content management system that non-technical editors could use effectively while maintaining performance standards. The platform needed to support advanced content filtering (Latest, Most Popular, Trending, Hot), category-based navigation, trending algorithms based on view counts, breaking news banner systems, and a multi-stage content workflow (Draft → Review → Approved → Published). Additionally, the system required custom analytics to track article performance, SEO optimization with structured data, newsletter functionality, and comment moderation capabilities. With 30+ database tables and complex relationships, the database architecture needed careful design to maintain query performance as content volume grew. The system also needed to handle Docker deployment with Nginx reverse proxy for production scalability.

Impact

Successfully launched The Trail with a production-ready news platform featuring a custom CMS that editors love using. The platform handles high traffic efficiently with sub-second load times and provides comprehensive analytics for data-driven content decisions. The SEO implementation ensures strong organic visibility.

Components: 150+API Endpoints: 25+Database Tables: 30+
2024 - Present
Eradicating Database Bottlenecks in The Trailheadline
Problem

The Trailheadline faced the fundamental dilemma of news aggregators: serving massive volumes of updating, information-dense content while ranking relevance algorithmically in real-time. Traditional ORM setups executing 'Trending' queries triggered massive N+1 database bottlenecks, instantly leading to 504 Gateway errors during traffic surges.

Impact

The Trailheadline established a new standard for independent news architecture. The mathematical N+1 query collapse allowed horizontal Edge scaling without connection pool exhaustion, leading to thousands of recurring organic sessions.

Lighthouse UX: 95+SQL Latency: ~40msDiscovery: Programmatic SEO
2024 - 2025
Yagacalls: 4-Layer SEO Domination for a 3,500+ Investor Platform
Problem

Yagacalls needed to establish strong organic visibility to serve its growing community of 3,500+ investors effectively. The platform required ranking for trading signal keywords, market analysis terms, financial education content, and platform-specific searches. Traditional SEO approaches weren't sufficient—we needed a comprehensive framework that could compete with established financial platforms. The challenge involved implementing a 4-layer SEO framework (SXO, AIO, GEO, AEO) while maintaining platform performance and user experience. The system needed to support AI-powered content generation, structured data markup for answer engines, geographic optimization for local searches, and comprehensive technical SEO implementation. Additionally, the custom CMS needed built-in SEO features, performance monitoring for Core Web Vitals, and analytics integration to track SEO effectiveness. The platform also required content optimization for voice search and featured snippets.

Impact

The 4-layer SEO framework transformed Yagacalls' organic visibility, resulting in a 300% increase in organic traffic. The platform now ranks in the top 3 for target keywords and has captured 50+ featured snippets. The comprehensive SEO implementation ensures strong organic growth while maintaining excellent user experience.

Components: 15+API Endpoints: 5+Pages: 50+
2024 - Present