I Build AI Systems That Ship.

Four years of building production AI systems.

Co-founded Doriot AI and scaled it to process billions of data points. Built agentic GenAI systems at CBRE. Delivered AI consulting for startups in the US.

Started at Infosys. Learned enterprise software. Moved to startups. Never looked back.

Now? Helping startups integrate AI without the hype. RAG systems that work. Agents that automate. GenAI features that users actually use.

Founder Experience

Co-Founded Doriot AI

August 2023 – May 2025 | Co-Founder & CTO | Edinburgh, UK

Built an AI fundraising platform from scratch.

The System:

Advanced RAG with hybrid search (vector + text-based)
Graph Neural Networks for investor matchmaking
AI agents for market research and investor insights
Data pipelines: 1M+ startup-investor relationships
Processed 1B+ data points from Crunchbase, TechCrunch, funding news

The Team:

Led 6 interns through data engineering and ML delivery
Shipped features in sprints, iterated fast
Built for scale from day one

The Lessons:

How to build AI systems that handle billions of data points
Product-market fit is harder than engineering
Speed matters more than perfection
Leading technical teams under startup pressure

Consulting Work

Client Projects

March 2024 – May 2025

AI & Tech Consultant

Talentix | USA (Freelance)

Graph-powered career pathing engine
Personalized vertical, lateral, and pivot path recommendations
Two-layer AI job matching: vector search + semantic reranking
High-precision role recommendations

September 2023 – September 2024

Technical Consultant

SwipeIt | USA (Freelance)

Data-intensive microservices for real-time transactional processing
Search engine for rewards catalog
Location tracking with geofence functionality (20% accuracy boost)

Professional Track

Employment History

May 2025 – Present

Data Scientist - GenAI

CBRE | Hyderabad, India

Building mesh agentic GenAI systems
Autonomous agent collaboration for lease abstraction and market analysis
Enterprise-scale AI in production

October 2024 – March 2025

Software Developer

Goldman Sachs | Birmingham, UK

Data-driven application development
Automated ETL pipelines for structured datasets
Improved data accessibility for analysis and modeling

February 2022 – July 2022

Technical Consultant / ETL Developer

Xactly | Hyderabad, India

ETL pipelines processing 2M+ records/month
Sales compensation process automation
Client requirements analysis and tailored delivery

February 2020 – February 2022

Software Engineer

Infosys | Hyderabad, India

Feature development and bug fixes in Agile
Reliable production releases across cycles
Top performer award

Education

Academic Background

MSc Computer Science

The University of Edinburgh

2022-2023 | Merit

Focus: Applied Machine Learning, Text Technologies, Advanced Databases, Software Development

B.E. Electrical & Electronics

Osmania University

2015-2019 | Distinction

Location

Based in Hyderabad, India

Working with startups globally.

Available for remote projects worldwide.

Timezone: GMT+5:30

Tech Stack

What I Work With

GenAI / LLMs

OpenAI Claude APIs Gemini RAG Systems Vector DBs

Agentic Frameworks

LangChain LangGraph CrewAI AutoGen

Traditional ML

PyTorch Keras Scikit-Learn Graph Neural Networks Computer Vision NLP

Backend

Python Django FastAPI Flask Java Spring Boot ASP.NET

Frontend

React TypeScript JavaScript HTML/CSS

Data Engineering

PySpark Spark Pandas NumPy ETL Pipelines

Databases

PostgreSQL MySQL MongoDB Cassandra Firestore S3

Infrastructure

AWS GCP Docker Kubernetes CI/CD Linux