Scaling to 1M+ Daily Requests: Our Cloud-Native Journey
How we evolved Drive lah's platform from a monolith to an event-driven, serverless architecture handling millions of requests with 99.99% uptime.
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I build cloud platforms that handle millions of requests, lead engineering teams that ship fast, and occasionally break production (but always fix it before anyone notices ๐ ).
I'm an engineering leader who loves solving hard problems โ the kind that make you stare at logs at 2 AM wondering why that worked in staging.
At Drive lah, I lead a team of 25+ engineers building a platform that handles over a million requests daily. We've cut AWS bills by 35%, sped up deployments from an hour to 5 minutes, and somehow maintained 99.99% uptime (knock on wood ๐ชต).
I started as a backend dev who just wanted to write clean code. Eight years later, I'm more excited about building teams than building features. There's something special about watching engineers grow and ship things they didn't think they could.
const sanjay = {
role: "Head of Engineering",
company: "Drive lah",
brand: "SanjoX",
location: "Singapore ๐ธ๐ฌ / India ๐ฎ๐ณ",
impact: {
teamSize: "25+ engineers",
dailyRequests: "1M+",
uptime: "99.99%",
costReduction: "35%",
},
superpower: "Scaling teams & systems",
status: "Always shipping ๐"
};
Technologies I use to build scalable systems
8+ years of building & scaling
Drive lah ยท Singapore
Leading a global engineering organization of 25+ engineers. Architected cloud-native, event-driven platform scaling to 1M+ daily requests with 99.99% uptime. Drove 35% infrastructure cost reduction and cut release cycles from 60min โ 5min.
Drive lah ยท Singapore
Designed multi-region infrastructure scaling backend for 10x growth. Led monolith to microservices migration. Improved response times by 45%. Established DevOps best practices and observability pipelines.
Josudo ยท Singapore
Led backend development for enterprise applications. Improved performance and scalability by 40%. Introduced CI/CD pipelines and modern deployment processes.
Attentive AI ยท Delhi
Built data-intensive backend services for AI-driven analytics platforms. Contributed to productionizing AI models and integrating them into scalable REST APIs.
RenewBuy ยท Gurgaon
Developed core modules for insurance automation workflows and partner APIs. Optimized backend queries and logic for speed and reliability.
Measurable outcomes that drove business growth
Led the evolution of Drive lah's platform into a cloud-native, event-driven ecosystem handling 1M+ daily requests across multi-region deployments with 99.99% uptime.
Implemented fully automated CI/CD pipelines that cut release cycles from 60 minutes to just 5 minutes.
Championed AI-driven developer productivity tools that cut PR turnaround time by 40% and boosted team velocity by 50%.
System design deep-dives, engineering leadership, and lessons from the trenches
How we evolved Drive lah's platform from a monolith to an event-driven, serverless architecture handling millions of requests with 99.99% uptime.
The strategies and tools we used to dramatically reduce deployment times while improving reliability and developer experience.
Lessons learned from scaling an engineering org to 25+ engineers across multiple time zones while maintaining velocity and culture.
What the "Agent Internet" taught me about sandboxing autonomous systems and the security wild west of AI agents.
โจ Blog launching soon. Follow me on LinkedIn for updates!
Follow on LinkedInWhether you want to discuss engineering leadership, cloud architecture, or scaling teams โ I'd love to hear from you.
Head of Engineering
SanjoX | Drive lah
"I turn coffee into distributed systems. โโ๐"