About Drut AI

Four people.
Forty years of experience.

We're a small, senior AI engineering team based in Hyderabad. No padding, no juniors, no offshore bench. Just four people who've spent their careers at the intersection of data, AI, and software — building things that have to work in production.

40
Years combined
4
Team members
20+
Clients served
2022
Founded
DRUT
Who we are
Research-driven.
Production-obsessed.

Drut AI was started because we kept seeing the same problem: impressive AI demos that crumbled under real-world data, latency requirements, and edge cases. We've all worked in large organisations where AI projects died in pilot. We built Drut AI to fix that.

Our team combines deep research credentials with hands-on engineering. We've built ML systems for banks, hospitals, and logistics firms. We've published research on retrieval and memory. We've written the infrastructure that those systems run on.

We take a small number of engagements at a time — because we believe that the only way to do this well is to go deep. Every client we work with gets the full team, not an account manager and a junior.

The team

Four people who ship.

AR
A. Raj
AI Engineer

Builds the systems that make the research actually ship. From agent orchestration frameworks to fine-tuning pipelines, He turns experimental AI into production-grade software. Has a habit of rewriting things in Rust when Python gets too slow.

Agent SystemsLLM Fine-tuningInference OptimisationRust
4+ years in AI / Data / Engineering
AR
A. Ranjan
AI & Data Principal Scientist

The scientific backbone of Drut AI. Drives research on memory architectures, retrieval systems, and model evaluation. Published work spans NLP, information retrieval, and scalable ML systems. The kind of person who reads papers on a Friday night.

ML ResearchRetrieval SystemsMemory ArchitecturesEvaluation
22+ years in AI / Data / Engineering
SK
S. Kumar
AI Solutions Architect

Translates business problems into AI architectures. SK has designed and deployed AI systems for enterprises across BFSI, logistics, and healthcare. Obsessed with making AI reliable, explainable, and cost-efficient in production.

Enterprise ArchitectureRAG SystemsAI StrategyBFSI & Healthcare
13+ years in AI / Data / Engineering
SS
S. Shyam
People Relations Lead

Every small team has one person who remembers the deadlines, books the calls, keeps the humans talking to each other, and somehow makes it all feel effortless. At Drut AI, that's Shyam. New to the team, not new to the work.

People DevelopmentTeam CultureEmployee EngagementInternal Communication
1+ years in AI / Data / Engineering
How we work

Things we actually believe.

01
Rigour over hype

We read the papers, run the evals, and measure everything. We don't ship demos that can't survive production. Every claim we make has a number behind it.

02
Open where possible

If we build something useful that doesn't expose our clients, we open-source it. The AI ecosystem got us here — we owe it contributions, not just consumption.

03
Clients as collaborators

We don't disappear after deployment. Our best work happens when clients bring us deep domain knowledge and we bring the AI engineering. A true exchange.

04
Small, senior, focused

Four people with 40 years of combined experience. No junior bench. No account managers. When you work with Drut AI, you work with the people who built it.

Company timeline

From zero to production.

2022
Founded in Hyderabad with a focus on production LLM systems.
2023
Shipped first fine-tuned model for an enterprise BFSI client. Reduced inference cost by 58%.
2023
Open-sourced agent-memory and rag-eval. Crossed 1k GitHub stars in the first month.
2024
Launched RAG-as-a-Service and NL-to-SQL API. First 20 paying API customers.
2025
Agent Memory Layer and Document Extraction API live. HuggingFace org crosses 170k downloads.
2026
Serving clients across India, Singapore, and the UAE. Still four people. Still shipping.
Based in Hyderabad.
Serving clients globally.
India
Singapore
UAE
Remote-first

Want to work with us?

We take on a small number of new clients each quarter. If you have a serious AI problem and want a senior team to solve it, let's talk.