Who We Are
About Empyron
An AI engineering consultancy that ships production systems — not slide decks.
Built from Production
Empyron Solutions was founded on a simple premise: the gap between AI research and production deployment is where most companies fail. We exist to bridge that gap.
With 5 years of hands-on experience across BFSI, SaaS, retail, and logistics — and an M.Sc. in Data Science — we bring deep technical rigor combined with business understanding. We've built everything from scalable data platforms processing millions of records daily to autonomous agent systems replacing manual ops teams.
Our work spans the full modern AI stack: multi-agent orchestration with LangGraph and MCP servers, production RAG pipelines with hybrid search, LLM fine-tuning with LoRA and QLoRA, and vLLM inference optimization on NVIDIA GPUs — all backed by full observability.
How We Work
Our Principles
Ship, Don't Demo
We build for production from day one. Every pipeline, model, and agent comes with observability, audit trails, and SLAs.
You Own the Models
We fine-tune open-source LLMs on your data. You own the weights, the deployment, the infrastructure. No vendor lock-in.
Business Impact First
We don't measure success in F1 scores. We measure it in revenue saved, costs cut, and hours reclaimed.
End-to-End Ownership
From data pipelines to model fine-tuning to inference optimization to observability — we own the entire stack.
Leadership
The Founder
Bhavya Shah
Founder & Senior AI Engineer
M.Sc. Web and Data Science — University of Koblenz, Germany
5 years building production AI systems across banking, SaaS, retail, and logistics. Shipped multi-agent automation systems, multilingual document intelligence pipelines, LLM fine-tuning and inference infrastructure, and computer vision solutions. Full-stack AI — from data engineering foundations to autonomous agents in production.
Production Stack
Tech We Ship With
Ready to ship AI that works?
Free 30-minute consultation. No pitch, no fluff — just a clear assessment of what AI can do for your business.
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