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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.

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

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)

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

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

Based in Hyderabad, India

Working with startups globally.

Available for remote projects worldwide.

Timezone: GMT+5:30

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