AI Video Intelligence Platform
AI inference over video at scale. Models that read frames and return structured signal the rest of the product can act on, with a defined path for every case the model gets wrong.
I turn complex engineering and AI initiatives into products that teams can actually ship.
Models on the outside, the platform that serves them in the middle, and the delivery that gets it in front of users at the core. Everything turns together or nothing ships.
I'm an Engineering Manager in India, working across AI and machine learning, Node.js fullstack delivery and technical leadership. Underneath the management sit thirteen-plus years of hands-on engineering: Node.js with Express and NestJS, Laravel and Lumen, REST APIs, MySQL and PostgreSQL, AWS and GCP.
Most of what I do is translation. Product asks for an outcome, engineering describes a constraint, and someone has to hold both without flattening either. With AI I'm deliberately unromantic: a model is a component with error bars, and the real question is what the product does on the day it's wrong.
Named by what each system does, not by the client's product name. No customer data or proprietary detail here.
AI inference over video at scale. Models that read frames and return structured signal the rest of the product can act on, with a defined path for every case the model gets wrong.
Automated quality scoring on incoming media. Consistent and measurable, replacing manual review with a model and a threshold the business can tune.
Reporting and insight layer over a large operational dataset of 135K+ records, tuned across 52 database performance tests.
A mobility-sector B2B marketplace connecting supply with demand, delivered as a SaaS product rather than a one-off build.
EARLIER / 20 MONTHS OF MID-LEVEL WEB BUILDS ACROSS COREPHP, WORDPRESS, JOOMLA AND LARAVEL
Hands-on build. REST APIs, MySQL and PostgreSQL schemas, third-party integrations and deployments.
Owned the backend and database architecture, made the technical calls, and held the team to code quality, unit testing and CI/CD.
AI and machine learning delivery, Node.js platform engineering, product delivery and technical leadership.
ONE LADDER ACROSS 13+ YEARS. FULL DATES AND EMPLOYERS ON THE CV.
An Engineering Manager based in India, working in AI/ML and Node.js fullstack engineering, with 13+ years of hands-on software engineering behind it.
Leads engineering teams and takes complex AI, machine learning and Node.js platform initiatives from concept to production. That means holding both the product outcome and the engineering constraint, and making sure the work ships.
AI and machine learning delivery, computer vision, Node.js with Express and NestJS, REST API design, MySQL and PostgreSQL, AWS and GCP, plus Laravel and Lumen, IoT integration, Firebase, database performance and automation.
Yes. Open to engineering leadership roles and to AI delivery engagements, including AI initiatives that need to move from pilot to production. Email gaurangnil@gmail.com or reach out on LinkedIn.
Hiring for engineering leadership, or trying to get an AI initiative out of the pilot stage? Either one, start here.