AI Solutions Architect
I design and ship production AI across machine learning, deep learning, generative AI, LLMs, and RAG.
Previously founding member and AI architect at Doriot AI. Currently building agentic GenAI at CBRE. Shipped systems across the US, UK, and India.
My bias is simple: pick the right approach, build it properly, and get it into production. That might mean classical ML, a RAG pipeline, multi-agent workflows, or a GenAI product feature. Fit matters more than novelty.
From model choice to production delivery.
Clear tradeoffs across ML, LLMs, RAG, and agents before anyone writes a lot of code.
Evaluation, observability, cost control, and systems that survive real traffic and messy data.
Data pipelines, model layer, APIs, and product features. Startup speed with enterprise discipline.
Two core systems, now open source.
Built the two core AI systems behind Doriot's agentic fundraising platform. Both are now open source.
A roadmap from early engineering roles to GenAI systems work.
Select freelance engagements.
The University of Edinburgh
2022-2023
Focus: Applied Machine Learning, Information Retrieval Systems, Deep Learning, Distributed Systems
IIIT Delhi
2021-2022
Specialisation in artificial intelligence, covering core ML and applied AI coursework.
Osmania University
2015-2019
Specialisation in IoT and Renewable Energies
If my work resonates, I'd like to hear from you. Happy to talk about production AI systems and what you're building.