About Me
From enterprise fintech to production AI systems — here's how I got here and what I'm building next.
AI Agent Engineer & Senior Full-Stack Developer
I build production AI systems at Fortune 500 scale. My career arc runs from deep enterprise backend engineering at HighRadius (a unicorn fintech startup) to AI agent orchestration at TransUnion, where I currently lead the Insights AI Agent Team.
Over 6+ years I've shipped everything from TB-scale search engines and high-throughput financial parsers to multi-agent LLM workflows deployed with LangGraph and MLFlow. I bring a rare combination of enterprise-grade systems thinking and hands-on AI engineering — production reliability meets cutting-edge LLM capabilities.
At TransUnion
AI Agent Engineering (Current)
Leading the Insights AI Agent Team as an AI Agent Engineer & Software Developer. Building production agents for NLP-to-SQL conversion, NLP-based search, Neo4j knowledge graph construction, Apache Superset dashboard auto-generation, RAG-based Q&A on chart data, anomaly detection, and missing-pattern detection. Using LangGraph supervisor and orchestration patterns and deploying production workflows with MLFlow. Day-to-day delivery also leverages modern AI coding tools such as Opus 4.6, Codex 5.3, and Claude Code with subagents and hooks.
Search Product Development (Previous)
Built a TB-scale search product with under 7-second latency using DuckDB, Google Cloud Dataproc, and Trino. Implemented dynamic scaling of search pods and geofencing/location-aware search on proprietary datasets.
Won the TransUnion Champ Award (Jan 2025) for work on Research Perspective and CIBIL Dispute Resolution Platform.
Technical Expertise
- AI & ML: LangChain, LangGraph, MLFlow, RAG pipelines, OpenAI API, FAISS, LLMOps, multi-agent orchestration
- Backend: Java (8–17), Spring Boot, Hibernate, Microservices, REST APIs, Python, FastAPI
- Frontend: React, React Native, Vue.js, TypeScript, Redux
- DevOps & Cloud: AWS, GCP, Docker, Kubernetes, Jenkins CI/CD, Linux
- Tools: Git, GitHub, Postman, Jira, Confluence, VS Code, IntelliJ, Eclipse
Impact at a Glance
92%
API Optimization
Reduced API load time for enterprise parsing module
30+
Enterprise Clients
Parsing agents serving 30+ financial institutions
50+
Automated Tests
JUnit and JMeter automation across key modules
Active
Production AI Agents
Building and deploying LangChain/LangGraph agents at TransUnion
Career Journey
AI Agent Engineer & Software Developer
TransUnion
Leading the Insights AI Agent Team. Building production agents for NLP-to-SQL, knowledge graph construction, dashboard generation, RAG Q&A, and anomaly detection. LangGraph orchestration deployed via MLFlow.
Software Developer
TransUnion
Built a TB-scale search product with under 7-second latency using DuckDB, Trino, and Google Cloud Dataproc. Implemented dynamic pod scaling and geofencing on proprietary datasets.
Associate Software Engineer II
HighRadius
Led parsing agent development for 30+ enterprise clients. Achieved 92% API load time reduction and 62% parsing time decrease through profiling-driven optimization.
Associate Software Engineer
HighRadius
Built critical modules (Account Status, Cash Position Worksheet). Automated 50+ JUnit/JMeter tests and resolved 100% of SonarQube vulnerabilities.
Software Engineer Intern
HighRadius
Built and deployed web scraping agents for payment data collection from portals, email, EDI, and OCR sources. Awarded HighFlyer Intern and Star Team accolades.
Summer Trainee
HighRadius
Developed a full-stack invoice management app with ML payment prediction, NLP chatbot (DialogFlow), and interactive analytics dashboard.
BTech Computer Science
KIIT, Bhubaneswar
Foundational CS education: algorithms, data structures, OS, databases, networking, and software engineering. Activities: KIIT ECELL, KodeRunners.
Education
BTech — Computer Science
Kalinga Institute of Industrial Technology (KIIT), Bhubaneswar
June 2017 – June 2021
Foundational CS education covering algorithms, data structures, operating systems, database management, networking, and software engineering methodologies.
Activities: KIIT ECELL, KodeRunners
Certifications
Modern Java — Functional Programming, Lambdas, Streams & Beyond
Advanced Java 8+ features
Clean Code
Readable, maintainable software principles
DevOps Tools: Git, Jenkins, Docker & Kubernetes
End-to-end CI/CD tooling
Java In-Depth: Become a Complete Java Engineer
Comprehensive Java platform mastery
What Drives Me
I'm obsessed with AI — building AI agents, following the latest breakthroughs, and pushing the boundaries of what's possible with LLMs in production. My career has given me the rare combination of deep enterprise engineering experience at both a unicorn fintech startup (HighRadius) and a major Fortune 500 company (TransUnion), both deeply rooted in enterprise tech.
I thrive at the intersection of building robust, scalable systems and experimenting with cutting-edge AI. Whether it's optimizing a TB-scale search engine or orchestrating multi-agent LLM workflows, I'm driven by the challenge of shipping production systems that make a real impact.