What's Josh Ambati's tech stack?

React, Next.js, TypeScript, Python, Java, Spring Boot, Node.js on the application side. For AI — LLM orchestration, multi-model routing, prompt engineering, and inference optimization. Infrastructure includes AWS, Docker, Kubernetes, PostgreSQL, MongoDB, and Redis.

Is Josh Ambati open to relocation?

Currently based in Chicago, IL and open to opportunities there as well as remote roles. For the right opportunity, absolutely open to relocation.

What kind of roles is Josh Ambati looking for?

Full Stack Developer, AI Engineer, Software Engineer, MLOps, or Backend Engineer roles where he can build production systems and have real ownership over what he ships.

Inkrant is an AI product company built from scratch by Josh Ambati. The flagship product — Schools by Inkrant — is an AI-native operating system for schools, handling admissions, academics, attendance, payments, and communication with 15+ AI-powered features.

Does Josh Ambati have experience with AI/ML in production?

Yes. He has built and shipped multi-model inference systems, dynamic model routing (LLaMA, GPT-4o, Gemini Flash, Mixtral), memory-augmented generation, voice AI agents, and prompt pipelines — all running in production serving real users.

What sets Josh Ambati apart from other candidates?

He built an entire product company from zero — database design to deployment, AI architecture to user-facing features. He doesn't just write code, he builds systems. He thinks like an owner, ships fast, and cares deeply about the end result.

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AI Systems10 min readMarch 15, 2026

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Building Inkrant: AI-Native Education from Zero to Production

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