AI Product Engineer — leading AI product direction and shipping generative AI products that drive real business growth.
At Modelia, I lead AI product direction for the generative image & video platform — building the AI video production pipeline, unifying platforms, and shipping features that move revenue. Previously built AI-powered hiring automation at Asynq, a university LMS serving 5K+ learners at CCS University, and defence infrastructure at Bharat Electronics Limited.
95%+
Escalation Reduction
5K+
Active Learners Served
99.9%
Uptime
I lead AI product direction and ship the code behind it. With experience spanning defence infrastructure, AI-powered hiring automation, and generative AI platforms, I focus on products that drive measurable business growth — and systems that stay alive at 3am.
My focus is on building systems that are not just functional, but maintainable, scalable, and production-ready.
Learn more about meProduction APIs, microservices, and modern frontends using TypeScript, Node.js, React, Remix, tRPC, Prisma, and PostgreSQL.
Building production Generative AI and Agentic AI systems — from image generation pipelines to autonomous hiring agents with LLM integration.
End-to-end product development across AI engines, merchant-facing apps, creative tools, and internal systems. From architecture to production deployment.
Production generative AI platform creating thousands of AI images and videos daily for hundreds of e-commerce merchants. Led re-architecture that cut client escalations by over 95%, then expanded the platform from single-output generation to a full creative pipeline.
AI-powered hiring platform with intelligent candidate scoring, bulk resume analysis pipeline, and an autonomous Agentic AI interviewer conducting candidate conversations.
Production learning management platform serving 5,000+ active learners at CCS University, Meerut. Built the entire system solo — from authentication and course delivery to examination engine, certification, payments, and real-time analytics.
Multi-agent AI orchestration platform in closed beta — autonomous reasoning, inter-agent delegation, contextual memory, and real-time streaming with token-level granularity.
From defence infrastructure to AI platforms, building systems that operate in production and serve real users.
Leading AI product direction and business strategy for Modelia's generative image and video platform — while coding daily. Ideating new tools, automating manual processes, and shipping features that drive measurable business growth.
Engineered the full AI product platform — generative image engine, merchant-facing app, Studio creative tool, and internal systems serving hundreds of merchants generating thousands of AI images daily.
Built core AI-powered hiring automation platform from ground up — intelligent candidate shortlisting, resume analysis at scale, and an autonomous Agentic AI interviewer.
Contributed to Harvester HCI (Hyper-Converged Infrastructure) solution at India's premier defence electronics PSU.
Writing about production AI systems, system design, and lessons learned from building platforms at scale.
Anthropic shipped Claude Opus 4.8 on May 28, 2026. SWE-Bench Pro jumps from 64.3% to 69.2%, Fast Mode runs 2.5× faster at 3× lower cost, and Dynamic Workflows lets Claude Code orchestrate hundreds of subagents. Here's the full developer breakdown.
Google's Gemini CLI shuts down June 18, 2026. A practical, step-by-step migration guide to Antigravity CLI with before/after code, env vars, auth, and CI fixes — done in 15 minutes.
GitHub disclosed a supply chain breach this week exposing internal code and customer data. I audited Modelia's dependency tree right after — here's what I found, what you should check, and the patching playbook for 2026.
SKILL.md files for Claude Code and other coding agents — LLM cost audits, agentic error recovery, AI feature rollouts, and more. Copy, download, or install with one command.
Curated AI developments that actually matter — model releases, agents, MCP, and AI product moves — with takes from the trenches of shipping generative AI.
Get notified when I publish new articles about AI systems, system design, and production engineering.
I work with modern technologies to build production-grade, scalable systems. From frontend interfaces to cloud infrastructure and AI pipelines.
95%
Escalation Reduction
Platform stabilisation
5K+
Active Learners
University-scale LMS
35
Day Platform Rebuild
Full re-architecture
1000s
AI Images Daily
Production scale
Worked with
I'm always open to interesting conversations about AI systems, engineering challenges, and technology.
or email me at harshrastogi0603@gmail.com