Hello, I'm
Tirupathirao
Patnala
AI Engineer designing enterprise-grade Generative AI systems. I build RAG pipelines, multi-agent systems, and NL2SQL copilots that solve real business problems at scale.
Hello, I'm
AI Engineer designing enterprise-grade Generative AI systems. I build RAG pipelines, multi-agent systems, and NL2SQL copilots that solve real business problems at scale.
About Me
I'm an AI Engineer with 5 years of experience spanning data engineering and enterprise Generative AI. I design and ship production AI systems: RAG pipelines, NL2SQL assistants, multi-agent copilots, and intelligent workflow automation.
Before moving into AI, I spent 2 years as a Data Engineer building scalable ETL pipelines and data warehouse workflows. A notable achievement was designing a validation framework that cut error resolution from 2 days to under 5 minutes.
Based in Hyderabad, India · Open to AI Engineer roles
Portfolio
n8n Knowledge Assistant
RAG + Multi-AgentEnterprise chatbot that routes queries across internal and external knowledge sources using a classifier-based dispatcher. Internal path uses vector + semantic retrieval over indexed docs; external path runs a multi-stage pipeline with intent resolution, smart folder routing, and schema enrichment across a GitHub repo. Responses are merged and cited automatically.
NL2SQL Conversational Copilot
NL2SQL + VisualisationCopilot that lets non-technical users query enterprise data in plain English and get interactive charts instantly. Uses a four-plugin architecture: table selection, filter resolution via vector search, schema-grounded SQL generation, and execution against Azure SQL Database. Results rendered as interactive visualisations.
AI-Powered Sales Assistant
Conversational AIConversational AI for sales teams to get instant answers on product availability, capacity, and compliance during live calls. Iterated through three frameworks (Copilot Studio, LangChain, Semantic Kernel) before production. Each dataset has a dedicated vector index with per-tool retrieval and runtime query routing.
RAG Chatbot for Enterprise Documentation
RAGRAG assistant for navigating complex enterprise platform docs via natural language. Built a full ingestion pipeline: doc conversion, chunking, embedding, and vector indexing. Retrieval orchestrated with prompt flow combining search results, session history, and custom prompt variants for grounded answers.
Workflow Automation Platform
Infrastructure + AutomationDeployed and enterprise-hardened an n8n workflow automation platform on Kubernetes, serving thousands of employees. Configured application gateway, SSL, secret management, and SSO. Cleared security, privacy, and data governance reviews before rollout.
EvoAgent: Self-Evolving AI System
HackathonDeveloped during an internal hackathon — an agentic system where AI agents autonomously evolve strategies through execution feedback, inspired by evolutionary algorithms. Applied to SQL optimisation: agents generate, execute, measure, and iteratively refine query plans without human intervention.
IPL Analytics
Personal ProjectInteractive web app to compare and analyse IPL team performances across 16 seasons (2008–2023). Features head-to-head matchups, venue-specific stats, bowling analysis, and batting leaderboards. Live at ipl-stats.streamlit.app
Career
Jul 2023 – Present
AI Engineer
IT Services · Hyderabad, India
Designing and shipping production Generative AI systems: RAG chatbots, NL2SQL copilots, multi-agent platforms, and intelligent automation. Working across LLMs, orchestration frameworks, vector databases, and cloud infrastructure.
Nov 2020 – Jul 2023
Data Engineer
IT Services · Hyderabad, India
Built ETL pipelines integrating enterprise systems including Salesforce, Oracle Fusion, and ServiceNow. Designed data warehouse workflows, built a validation framework that reduced error resolution from 2 days to under 5 minutes, and automated reporting via REST APIs.
2017 – 2021
B.Tech — Vasireddy Venkatadri Institute of Technology (VVIT)
CGPA: 8.21
Expertise
AI Engineering
Frameworks and Tools
Vector Databases and Search
Cloud and Infrastructure
Languages and Data
Visualisation and Analytics
Credentials
Azure AI Engineer Associate (AI-102)
Microsoft Certified
Rising Achiever 2024-25
Outstanding performance in AI engineering
Market Readiness Award
Internal hackathon — Built an AI-powered HR chatbot for the organisation
The Brainiac 2022
Innovation and technical excellence
Get In Touch
Open to AI Engineer roles, collaborations, or a quick conversation about Generative AI.