Tech Journey
From scaling Dream11 to building CockroachDB's platform
Professional Experience
Cockroach Labs
May 2024 - PresentMember of Technical Staff - Platform Team
Bengaluru, India
- Created MCP (Model Context Protocol) server for documentation site integration
- Reduced documentation site build times by 90% through optimization
- Implemented AI/LLM-based automated release notes generation
- Built automated AI workflow via MCP servers
- Working across frontend, backend, infrastructure, and LLM-based integrations
Dream11
Jan 2021 - May 2024Senior Software Engineer (SDE2) - Founding Platform Team
Mumbai, India
- Founding member of the Platform Team
- Developed and implemented robust scaling service reducing AWS capacity planning from 12 minutes to 20 seconds (97% reduction)
- Effectively managed user concurrency exceeding 11 million and sustained peak scale of over 300 million Requests Per Minute at the edge layer
- Successfully reduced daily infra cost by 30% during IPL (Indian Premier League) season through resource optimization
- Achieved 100% removal of manual intervention from the scaling process, ensuring automated and release scaling
- Led development of high-impact capacity numbers for a system with millions of users (330M+) scaling when needed
- Promoted to SDE2, authored AWS blog on Dream11's in-house scaling platform
Cisco
Jan 2021 - July 2021Software Developer Intern
Bengaluru, India
- Developed employee dashboard web app with CRUD operations
- Reduced authentication time using Passport and JWT by 75%
- Implemented with React, Python, MongoDB for employee management
Technical Skills
Languages
Frontend
Backend
DevOps & Cloud
Databases
Machine Learning
LLM & AI
Problem Solving
Education
Georgia Institute of Technology
2025Masters in Computer Science
Focus: Machine Learning & Distributed Systems
Thapar Institute of Engineering and Technology
2017 - 2021B.E. in Computer Engineering
Focus: Computer Science & Engineering
Thapar Institute of Engineering and Technology
July 2018Summer School on Machine Learning
Focus: Machine Learning Fundamentals
Key Projects
Documentation MCP Server at CockroachLabs
TypeScriptMCP ProtocolClaude AINode.js
Created Model Context Protocol server enabling AI integration with CockroachDB documentation
Seamless AI-powered docs navigation
AI-Powered Release Notes Generation
Claude AIChatGPTPythonGitHub API
Automated release notes generation using LLMs, reducing manual work by 100%
90% reduction in doc build time
Dream11 Scaling Platform
AWSReactPythonMongoDB
Built in-house scaling platform handling 11M+ concurrent users during IPL
300M RPM, 97% time reduction, 30% cost savings
CockroachDB University Website
ReactDocusaurusGoPostgreSQL
Revamped Cockroach University website to boost user awareness of courses and enable better login opportunities
Improved user engagement and course completion rates
Employee Dashboard at Cisco
ReactPythonPassport.jsJWTMongoDB
Developed employee management dashboard with authentication reducing login time by 75%
75% faster authentication
Certifications & Achievements
CKA - Certified Kubernetes Administrator
CNCF (Cloud Native Computing Foundation)
Demonstrated proficiency in Cluster Maintenance, Logging/Monitoring, Storage, and Troubleshooting
AWS Blog Author
Published technical deep-dive on Dream11's in-house scaling platform handling 11M+ concurrent users
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