Munish Kumar

At AdMedia, I manage click-handling infrastructure, real-time bidding platforms, data pipelines, and ad-fraud detection systems. I built automated Python and SQL validation pipelines that reduced data-processing errors by 15%, and an ML-based fraud detection system that reduced fraudulent clicks by 25%.

I've led technical projects across AdMedia, Forbes Tech, Koovs, and ShopClues, improving reliability, scalability, operational workflows, and data visibility. At Koovs, I optimized reporting to reduce generation time from one hour to five minutes.

At ShopClues, I re-architected order processing, enhanced the Integrated Deal Management System, rebuilt promotion workflows, and developed the Transfer Marketplace merchant bidding platform. I also mentor junior engineers on coding standards, system design, debugging, and performance optimization.

I work across Node.js, Python, PHP, SQL, search systems, caching, monitoring, and data infrastructure to deliver maintainable systems that solve real operational problems.