AI Engineering · Jun 29, 2026
AI Agent Safety: The Substrate Pattern in Practice
How to implement the Substrate Pattern for AI agent safety in production. The layer below the model that decides what the agent is allowed to do.
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Insights & Case Studies
Technical deep-dives, architecture case studies, and lessons learned from building technology at scale.
Digital Transformation (6) FinTech (5) Production (4) Engineering Leadership (4) Software Architecture (4) SportStack (4) Sports Technology (4) P2P Platforms (4) Scalable Architecture (4) Zambia (4) AI Engineering (3) Cybersecurity (3) Fraud Prevention (3) IoT (3) Machine Learning (3) Job Creation (3) E-commerce (3) API Design (3) Economic Development (3) Transportation Technology (3)
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AI Engineering · Jun 29, 2026
AI Governance for Financial Services: The Tiered Governance Model
How to implement AI governance for banks, insurers, and asset managers. The 4-tier Tiered Governance Model aligned to NIST AI RMF, ISO/IEC 42001, and the EU AI Act.
AI Engineering · Jun 29, 2026
Federated Learning Implementation: A CTO's Guide
How to implement federated learning in production. Framework selection, data partitioning, privacy mechanisms, aggregation, and deployment. The consulting practice of the Fed-Focal Loss author.
AI Engineering · Jun 29, 2026
How to Take a Lovable Codebase to Production
A practical guide to taking an AI-generated codebase (Lovable, Bolt, v0, Cursor) to production. Code audit, Supabase RLS hardening, deployment, observability, and compliance.
AI Engineering · Jun 29, 2026
Rust for Production AI: Why and How
Why Rust is the right choice for production AI infrastructure. Performance, safety, and the ecosystem. A practical guide from the founder of Neul Labs.
AI Engineering · Jun 29, 2026
Supabase RLS Hardening: A Practical Guide
How to audit and harden Supabase Row Level Security policies. The most common security vulnerability in AI-generated apps, and the fix.
Technology Leadership · Apr 1, 2026
What Is a Fractional CTO? Definition, Cost, Role, and When to Hire One (2026)
Fractional CTO definition: a part-time CTO providing strategic technology leadership for startups. Cost (USD 4K-15K/month), role, responsibilities, and when to hire one. Complete guide with FAQ.
Engineering Practices · Mar 28, 2026
Forward Deployment Engineering: Building AI Systems That Survive Production
Forward deployment engineering is the discipline of building AI-assisted systems that work reliably in production — not just in demos. This article covers the patterns, guardrails, and organizational practices that separate prototype AI from production AI.
Technology Leadership · Mar 25, 2026
Engineering Team Transformation: When to Shift from Speed to Scale
Every growing engineering team hits a predictable inflection point where the practices that enabled early speed start causing failures. This guide covers the signals, migration paths, and organizational patterns for transforming engineering teams from startup speed to production scale.
Engineering Practices · Mar 20, 2026
The Real Skills AI Can't Replace: How Software Engineering Careers Are Shifting
AI won't take your job. But it will fundamentally change what makes you valuable. This article maps the skills increasing and decreasing in value, how every level of engineer is affected, and what to invest in now.
Engineering Practices · Mar 15, 2026
Vibes Inside Guardrails: Why AI-Assisted Development Needs Mechanical Constraints
The vibes-inside-guardrails model lets AI explore freely within mechanically enforced constraints. This is the missing layer between 'vibe coding' speed and production reliability — freedom plus safety, not one or the other.
Technology Comparison · May 20, 2024
LastingAsset vs. Pindrop: A Comparative Analysis of Call Authentication Technologies in 2024
An in-depth comparison of LastingAsset's privacy-first call verification system and Pindrop's established call authentication technology, exploring their advantages and disadvantages in the evolving landscape of financial security.
Sports Business · Feb 28, 2024
SportStack's Vision: Reshaping the Global Sports Economy
Explore how SportStack's innovative platform could potentially transform the global sports economy, creating new revenue streams and opportunities for stakeholders across the industry.
Financial Services · Feb 15, 2024
LastingAsset: Shaping the Future of Financial Security and Privacy
Explore the potential future implications of LastingAsset's privacy-preserving call verification system on the financial industry, cybersecurity landscape, and regulatory environment.
Engineering Consulting · Dec 7, 2023
Driving Product Engineering Transformation in P2P Marketplaces: A Holistic Approach
Learn how to implement a comprehensive product engineering transformation in P2P marketplaces, focusing on architecture review, team building, and innovative technologies.
Technology · Nov 20, 2023
LastingAsset: A Technical Deep Dive into Privacy-Preserving Call Verification
Explore the intricate technical details behind LastingAsset's innovative approach to privacy-preserving call verification in the financial sector.
Technology · Nov 10, 2023
The Future of Heavy Equipment Maintenance: AI-Driven Predictive Care
Discover how our AI-driven maintenance system is revolutionizing heavy equipment care, increasing operational efficiency, and extending machinery lifespan through predictive analytics and IoT integration.
Engineering Consulting · Oct 12, 2023
Revolutionizing P2P Marketplaces: Integrating AI in Trade Chat Systems
Explore how integrating AI and LLMs in P2P marketplace trade chats can enhance user experience, improve safety, and streamline communications.
Sports Innovation · Oct 12, 2023
SportStack: Empowering Grassroots Sports Development on a Global Scale
Explore how SportStack's innovative platform aims to revolutionize grassroots sports development worldwide, potentially impacting millions of young athletes.
Engineering Consulting · Sep 5, 2023
Blockchain Optimization Strategies for P2P Platforms: Enhancing Performance and Reducing Costs
Learn how to optimize blockchain integration in P2P platforms, focusing on Bitcoin Layer 2 solutions and TRON wallet optimization for improved performance and cost efficiency.
Engineering Consulting · Jul 18, 2023
Enhancing Marketplace Safety: A Data-Driven Approach to Identifying Top Traders
Discover how to implement a data-driven approach to enhance marketplace safety by identifying top traders, balancing honesty, intent, and revenue in P2P platforms.
Technology · Jul 15, 2023
LastingAsset: Revolutionizing Call Verification with Privacy-First Cryptography
Explore how LastingAsset is transforming call verification in the financial sector with its innovative, privacy-first approach using advanced cryptographic techniques.
Technology · Jul 15, 2023
Revolutionizing Heavy Equipment Trading: The AI-Powered Marketplace
Explore how our AI-powered marketplace is transforming the buying, selling, and leasing of heavy equipment, bringing unprecedented transparency and efficiency to the industry.
Sports Development · May 20, 2023
SportStack's Innovative Features: Reshaping the Future of Sports Development
Explore how SportStack's cutting-edge features aim to transform talent discovery, training, and sports management, potentially impacting millions of athletes worldwide.
Engineering Consulting · May 2, 2023
Seamless Fintech Integration: Elevating P2P Marketplaces with Onramp Solutions
Learn how to seamlessly integrate fintech solutions like Onramp into P2P marketplaces, enhancing user experience and expanding payment options.
Economics · Mar 20, 2023
AI-Driven Heavy Equipment Platform: A Catalyst for Economic Growth
Explore how an innovative AI-driven heavy equipment rental platform could significantly boost the American economy by enhancing efficiency in the construction and infrastructure sectors.
Engineering Consulting · Mar 15, 2023
Cloud Cost Optimization Strategies for Startups: Lessons from a P2P Marketplace
Discover effective strategies for optimizing cloud costs in startups, drawing from real-world experience in a P2P marketplace. Learn how to reduce expenses on AWS, PubNub, Elasticsearch, and other vendors.
Technology · Nov 15, 2022
Revolutionizing Heavy Equipment Rentals: An AI-Driven Approach
Explore how a new AI-driven platform is set to transform the heavy equipment rental industry, making it easier and more efficient for businesses to access the machinery they need.
Software Development · Nov 8, 2022
Revolutionizing TB Treatment: Developing an Intelligent Pillbox for Enhanced Patient Care
Explore how we developed an innovative intelligent pillbox using Android technology to improve tuberculosis treatment adherence and patient outcomes.
Software Development · Sep 20, 2022
Building a Multi-Category E-commerce Aggregator: Revolutionizing Online Shopping in India
Discover how we developed a comprehensive e-commerce aggregator platform, crawling and integrating data from over 10 major Indian online retailers to provide users with optimal shopping choices.
Sports Innovation · Aug 15, 2022
SportStack: A Vision to Revolutionize Global Sports Development
Explore how SportStack aims to transform grassroots sports development worldwide with its innovative AI-powered platform, connecting athletes, coaches, and facilities.
Technology · Jul 20, 2022
Technical Deep Dive: The Architecture Behind a Next-Generation Mutual Fund Platform
Explore the intricate technical details of a proposed cutting-edge Mutual Fund Technology Platform, from cloud architecture to AI-driven features.
Market Analysis · Jun 10, 2022
NoCarbon: Shaping the Market and Paving the Way for a Sustainable Future
Explore the potential market impact of NoCarbon's innovative waste-to-energy solution and its role in shaping a sustainable future for India and beyond.
Technology · Mar 15, 2022
Revolutionizing Mutual Fund Management: A Vision for a Comprehensive Technology Platform
Explore the potential of a groundbreaking Mutual Fund Technology Platform designed to transform the landscape of asset management and investor experience.
Technology · Feb 20, 2022
NoCarbon: Technical Innovation in Waste-to-Energy Solutions
Dive into the cutting-edge technology behind NoCarbon's Solar Biogas hybrid plants, exploring how they combine waste management with clean energy production.
Green Technology · Sep 15, 2021
NoCarbon: Revolutionizing Waste Management and Clean Energy in India
Explore the groundbreaking NoCarbon initiative, aiming to transform waste management and clean energy production in India through innovative Solar Biogas hybrid plants.
Data Analysis · May 18, 2021
Data-Driven Route Optimization: Leveraging Big Data for Blackbuck's Trucking Revolution
Explore how we analyzed GPS and satellite data for 100,000 trucks to identify key routes, revolutionizing Blackbuck's business strategy in the Indian trucking industry.
Software Development · Jan 15, 2021
Scaling Real Estate Tech: Optimizing Database and Server Infrastructure for High-Growth Platforms
Learn how I optimized the database and server infrastructure for a rapidly growing real estate platform, ensuring scalability and performance under high user loads.
Socioeconomic Impact · Nov 15, 2020
Green Revolution: The Socioeconomic Impact of Zambia's CBD Project
Explore the potential socioeconomic impacts of Zambia's CBD cultivation project, from job creation to technology transfer and economic diversification.
Software Development · Jul 22, 2020
Scaling for Success: Optimizing Database Performance for Proptiger's High-Traffic Property Website
Explore the challenges and solutions in optimizing the database setup for Proptiger, a high-traffic property website, using Galera Cluster and observability tools.
Agriculture · Jul 20, 2020
From Seed to Oil: The Technical Journey of CBD Production in Zambia
Dive into the technical aspects of CBD cultivation and extraction in Zambia, exploring the innovative processes that will drive this new industry.
Software Development · May 22, 2020
Innovations in SEO Analytics: Building a Scalable, Real-Time Rank Tracking Platform
Explore how I led the development of a cutting-edge SEO analytics platform, leveraging big data technologies to provide real-time rank tracking and insights for digital marketers.
Agriculture · Mar 15, 2020
Zambia's Green Gold: Exploring the Economic Potential of CBD Cultivation
Discover how Zambia's venture into CBD cultivation could revolutionize its agricultural sector and boost economic growth through this innovative project plan.
Data Science · Mar 10, 2020
From Data to Insights: Transforming Momspresso's Content Strategy
Learn how Momspresso is leveraging its new data infrastructure to derive actionable insights, driving content strategy and user engagement.
Software Development · Mar 10, 2020
Innovating Customer Engagement: Developing a Cutting-Edge Loyalty Points Management System
Discover how I led the development of an innovative loyalty points management system, enhancing customer engagement and retention for a major retail brand.
Technology · Nov 20, 2019
Powering Personalized Content: Momspresso's New Recommendation Engine
Discover how we built a sophisticated recommendation engine for Momspresso using Spark ML-lib, enabling personalized content delivery for millions of users.
Socioeconomic Impact · Nov 15, 2019
Quiki: Driving Social and Economic Progress in Zambia
Explore how Quiki's innovative mobility solution is set to foster local entrepreneurship, create jobs, and drive economic growth in Zambia.
Business Model · Nov 15, 2019
Quiki's Franchise Model: Empowering Local Entrepreneurs with Cutting-Edge Technology
Explore how Quiki's unique franchise model, powered by advanced technology, is set to revolutionize urban transportation by empowering local entrepreneurs.
Software Development · Sep 3, 2019
Modernizing a Marketing Automation Platform: API Redesign and Multi-Language Integration
Explore how I led the redesign of a marketing automation platform's API, improving scalability and developer experience while implementing multi-language support.
Technology · Jul 20, 2019
Under the Hood: Quiki's Advanced Ride-Matching Algorithm
Dive deep into the sophisticated ride-matching algorithm powering Quiki's ride-sharing platform, designed to optimize multi-vehicle, multi-request routing in real-time.
Technology · Jul 20, 2019
Quiki: The Technology Powering Zambia's Mobility Revolution
Dive into the cutting-edge technology behind Quiki, from its proprietary ride-matching algorithm to its plans for digital mapping in Zambia.
Software Development · Jul 18, 2019
Developing Scalable Backend Services for Next-Generation Set-Top Boxes
Discover how I architected and implemented robust backend services for a cutting-edge set-top box platform, addressing scalability and real-time content delivery challenges.
Technology · Jul 15, 2019
Building a Scalable Data Pipeline for Momspresso: Empowering Content Personalization
Explore how we designed and implemented a robust data pipeline for Momspresso, enabling real-time analytics and personalized content recommendations.
Technology · Mar 15, 2019
Quiki: An Innovative Ride-Sharing Platform Revolutionizing Urban Mobility
Explore how Quiki's unique franchise-based ride-sharing platform is set to transform urban transportation with its innovative technology and business model.
Urban Development · Mar 15, 2019
Quiki: Revolutionizing Mobility in Zambia with Smart Transportation Solutions
Explore how Quiki is set to transform Zambia's transportation landscape with innovative multimodal mobility solutions tailored for emerging markets.
Software Development · Mar 15, 2019
Revolutionizing E-commerce: Building a Recommendation System for Lenskart's Eyewear Platform
Explore the development of an innovative recommendation system for Lenskart, India's largest eyewear e-commerce platform, using Word2Vec and user behavior analysis.
Software Development · Sep 10, 2018
Accelerating Frontend Development: Building a Widget Platform for 99Acres
Explore the development of an innovative widget platform for 99Acres, accelerating frontend development and improving website performance for India's largest property portal.
Web Development · Nov 15, 2017
Building a Scalable E-commerce Platform with Custom Payment Integration
Explore how I developed a robust e-commerce platform using Satchmo, integrating a custom payment gateway and social features to create a unique shopping experience.
Professional Experience · Aug 20, 2016
Revolutionizing Digital Infrastructure: Transforming Leading Indian Websites
Discover how I helped transform the digital infrastructure of leading Indian websites, enhancing their performance and scalability in the competitive online market.
Software Development · Sep 20, 2012
Gamifying Intelligence: Developing Ubermens' IQ Quiz and Reward Platform
Exploring the development of Ubermens, an innovative consumer product allowing users to take IQ quizzes and win prizes, blending entertainment with cognitive challenges.
Software Development · Apr 15, 2012
Revolutionizing Recruitment: Developing an Integrated ATS Widget at thehiringtool
Exploring the development of an innovative Applicant Tracking System (ATS) widget at thehiringtool in Hyderabad, designed to seamlessly integrate with multiple company websites.