12 years of building things that hold under pressure.
Principal Architect at TripFactory. I design systems that scale, orchestrate AI that ships, and solve problems that aren't pretty.
Case Studies
🎯 AI Orchestration Platform
Teams were building AI features in silos with inconsistent models, costs, and governance. No centralized way to route requests, manage fallbacks, or ensure compliance across multiple LLM providers.
-40%
Cost Reduction
99.9%
Uptime
5+
Providers
+50%
Dev Speed
API Gateway → Model Router → Fallback Chain → Cost Optimizer → Analytics Dashboard
🏃♂️ HYROX Coach AI
Athletes needed training plans that adapt in real time. Existing solutions were one-size-fits-all and couldn’t capture the unique demands of HYROX — let alone track custom simulations and workouts straight from the watch.
-65%
Latency
-42%
Token Cost
+14% Z2
Accuracy
Custom
Watch Tracking
Apple Watch → Kafka Streams → Feature Store → LLM Planner → Web/Mobile
🚌 Vehicle Routing & Allocation
Daily ground operations across airport ↔ hotel routes required complex routing with 45% dead kilometers, 25% service delays, and ₹2L+ daily fuel waste. Needed real-time optimization honoring time windows, vehicle constraints, and live traffic updates.
+8%
On-Time Pickup
-25%
Customer Wait
-12%
Dead Kilometers
+4%
Gross Margin
Booking API → Normalizer → Pooler → Route Optimizer → Vehicle Allocator
📊 Kafka Streaming Infrastructure
Legacy batch processing couldn't handle real-time analytics and event-driven architecture needs.
99.99%
Uptime
10M+/day
Throughput
<1s
Latency
0%
Data Loss
Multi-DC Kafka → Stream Processing → Real-time Analytics → Monitoring Dashboard
All Projects
🏃♂️ HYROX Coach AI
Intelligent Training Platform
🚌 Vehicle Routing & Allocation
AI-Powered Multi-Modal Transport Optimization
🌊 Real-time Travel Recommendation Engine
Personalized Travel Discovery at Scale
📊 Kafka Streaming Infrastructure
Enterprise Event Processing Platform
🎯 AI Orchestration Platform
Multi-Model LLM Governance & Routing
🗺️ Trip Planner (Multi-Agent + RAG)
Intelligent Travel Planning Platform
✅ Itinerary Validator
Automated Travel Itinerary Validation System
💡 Itinerary Suggestor
AI-Powered Travel Recommendation Engine
🏨 Hotel Recommendation Agent
Intelligent Hotel Selection and Booking Assistant
🤝 Supplier Negotiation Agents
Automated Supplier Communication and Negotiation System
📝 Content Generation System
AI-Powered Content Creation and Management Platform
🌐 Multilingual Translation System
Real-time Translation and Localization Platform
💬 Journey Chatbot
Intelligent Travel Assistant and Customer Support Bot
📧 Sold-Out Mail Processor
Automated Email Processing and Alternative Suggestion System
🗄️ Vector DB Framework
Scalable Vector Database Infrastructure for AI Applications
⚡ API Rate Limiter
Intelligent API Rate Limiting and Traffic Management System
📊 Group Dashboard
Real-time Analytics and Monitoring Dashboard for Teams
💰 Price Match System
Automated Price Monitoring and Matching Platform
🔧 TME (Travel Management Engine)
Comprehensive Travel Management and Optimization Platform
Timeline
2023–Present
Principal Architect
TripFactory
Platforms, payments, BFF, observability, early LLM use
2020–2022
Engineering Manager / Technical Lead
Vedantu
Payments reliability, live-class scale, data pipelines
2018–2020
Senior Software Engineer
EbixCash
Travel services hardening, fraud controls after acquisition
2016–2018
Senior Software Engineer
Via.com
Android/iOS apps from scratch; supplier integrations
2013–2014
Software Engineer
Shoppoke
First employee; full-stack zero-to-one product
What I work with
Languages
Infrastructure
AI / ML
Cloud
Publications
Let's build
something together.
Architecture consulting, AI systems, or a full build — I'm always open to the conversation.