Buildingintelligentsystems that ship.
Founding engineer turning fuzzy product ideas into production AI and fintech infrastructure.
At insightopia.in I'm architecting AI-native infrastructure from the ground up: LLMs wired into production with the reliability of a payments rail.
Before that, I shipped fintech that moved $10M+ a month: collections, QR payments, geo-fenced field tooling, company-wide observability on Redis and ELK.
Product thinking, deep technical execution. Fast, reliable, user-centric, in that order, every time.
- Role
- Founding Engineer
- Based
- India · Remote
- Focus
- AI · Fintech · Systems
system cross-section
live · hover to descend> five layers, one system · the surface is just the roof
Track record
5 roles · 3+ yrs
- Jun 2025 — Present
Founding Engineer
insightopia.innowArchitecting AI-native infrastructure from the ground up — LLMs blended with production-grade scalability.
- Mar 2023 — Jun 2025
Full Stack Developer
Ippopay TechnologiesScaled fintech infrastructure handling millions in transactions. Built real-time observability with ELK, Redis, and geo-intelligence.
- Jul 2022 — Feb 2023
Associate Software Developer
Vah VahEngineered high-performance microservices. Cut latency 40% on critical flows while holding 99.9% uptime.
- Apr 2022 — Jul 2022
Full Stack Intern
Vah VahBuilt RESTful APIs and React interfaces, collaborating across teams using OpenAPI specifications.
- Apr 2021 — Oct 2021
Frontend Intern
GoBasktCrafted responsive e-commerce experiences and integrated REST APIs powering internal dashboards.
Numbers that earned their place.
Systems in production
Production systems, not prototypes. Each one earned its numbers.
AI RAG Pipeline
Production retrieval system with vector embeddings and semantic search, feeding context to LLMs at 3x relevance.
Agentic Workflow Engine
Multi-agent framework with autonomous decision-making, running complex task chains at a 95% success rate.
Real-Time Geo Intelligence
Location analytics platform processing 100K+ events daily, with routing that cut field-agent travel time by 35%.
Fintech Automation Suite
Payment orchestration handling $10M+ monthly, with smart reminder workflows that cut collection time in half.
AI RAG Pipeline
Production retrieval system with vector embeddings and semantic search, feeding context to LLMs at 3x relevance.
Agentic Workflow Engine
Multi-agent framework with autonomous decision-making, running complex task chains at a 95% success rate.
Real-Time Geo Intelligence
Location analytics platform processing 100K+ events daily, with routing that cut field-agent travel time by 35%.
Fintech Automation Suite
Payment orchestration handling $10M+ monthly, with smart reminder workflows that cut collection time in half.
What I'm hired to do
AI Integration
Production-ready AI, not demos. RAG pipelines, agentic workflows, and LLM systems that actually ship.
- RAG Pipelines
- Agent Workflows
- Context Injection
- LLM Integration
the toolset
