name: Purvi Gupta
role: Full-Stack Engineer
journey: 2 years · front-end to back-end to systems that scale
currently building:
- Lead management systems handling 1M+ records
- Subscription engines with clean lifecycle logic
- Query pipelines that go from painfully slow → fast
- Sales rule engines that help teams close more deals
stack: [Next.js, React, Node.js, MongoDB, FeathersJS, Redis, Elasticsearch]
fun_fact: "I paint when I'm not debugging aggregation pipelines 🎨"Languages & Frameworks: Next.js · React · Node.js · Express.js · FeathersJS · TypeScript · JavaScript
Databases & Storage: MongoDB · Mongoose · Redis · Browser Caching · Elasticsearch queries
Specialties: DB query optimization · Aggregation pipelines · Subscription systems · Lead management · Sales rule engines · LMS reports · Coupon & contact systems
const purvi = {
performance: {
belief: "Slow is a bug. Measure it. Fix it. Prove it.",
proof: "5M record queries: was slow, now 0.5s. Profiled, indexed, done."
},
systems: {
belief: "Understand the data first. The code follows.",
proof: "Lead systems, subscriptions, coupons — each designed for the real use case."
},
growth: {
belief: "Every production system teaches you something training never could.",
proof: "2 years in. Still learning. Getting better at both."
},
craft: {
belief: "Clean, readable code is a kindness to your future self.",
proof: "I also paint. Composition matters everywhere 🎨"
}
};
Got an interesting problem? → let's talk · see my work






