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Hi, I'm Mehul Ligade 👋

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I build production AI systems where something real is at stake. Tight budgets, no internet, live phone calls — constraints that make the standard solution impossible are where I do my best work.


What I've shipped

94% AI cost reduction Rebuilt inference pipeline from scratch, Rs. 350 to Rs. 20 per unit in production
Rs. 30L+ saved annually Multi-agent automation pipelines replacing entirely manual workflows
Voice AI under 500ms Real-time AI agent on live phone calls, custom Cerebras CS-2 inference architecture
Full LLM offline in 1GB Quantised LLM on-device on budget Android hardware, zero cloud dependency

Projects

🎙️ Aurora — Real-Time Voice AI Agent

Standard LLM APIs take 3 to 5 seconds. That makes natural phone conversation impossible. Built a custom 3-stage inference architecture — hitting under 500ms end to end. Live in production at 99.7% success rate.

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🎨 agentdraw-canvas — Published npm Package

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Canvas engine that gives AI agents a programmatic drawing hand. Every shape gets a UUID so agents create, update, animate, or delete elements across sessions and multi-step operations. Plugin architecture across 13 independent ES modules. 111 weekly downloads at peak.

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Stack

Python TypeScript PyTorch Hugging Face LangChain FastAPI AWS Docker Next.js React Firebase Git


Technical Writing

I write about productionizing AI, solving edge cases, and moving beyond basic GenAI wrappers.

Mehul Ligade Medium


GitHub Stats & Metrics

Mehul's GitHub Stats Top Languages

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Mehul's 3D Contributions

Beyond code

  • 📖 Authored a chapter in a published book on Artificial Intelligence
  • 📜 Filed 6 copyrights with 1 patent application in process
  • 🏆 Won national-level project competitions 3 times
  • 👥 Mentored 20+ students on AI implementation

Let's Build

I'm currently open to new opportunities and consulting. If you are dealing with heavy optimization problems, architecture bottlenecks, or need custom multi-agent rollouts, let's talk.

💬 Drop me an email or find me on LinkedIn.


⚡ Recent Engineering Activity

  1. ❌ Closed PR #1 in mehulcode12/agentdraw-canvas

The problems I enjoy most are the ones where the standard solution doesn't exist yet.

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