---
title: "Lakshya Gupta - Platform Engineer in New Delhi | Tal"
description: "Meet Lakshya Gupta, Platform Engineer @Calance | Go | Kubernetes | AWS | System Design | NodeJs based in New Delhi. AI stack includes claude code, langchain, and langgraph. Explore public work links including github and youtube.com."
image: "https://tal.club/meet/lakshya-gupta/share-image"
---

# Lakshya Gupta on Tal

## Headline

Platform Engineer @Calance \| Go \| Kubernetes \| AWS \| System Design \| NodeJs

## About

TL;DR I build systems that aren’t supposed to be possible at 21\. \-\-\- I’ve spent the last three years working directly with startups where the learning curve never slows down\. Instead of following the typical early\-career path, I was thrown into real\-world engineering chaos, scaling distributed systems, building production infrastructure, deploying AI workloads at scale, and owning entire pipelines end\-to\-end\. This pushed me far beyond the comfort zone of traditional roles\. I’ve engineered microservices powering 10,000\+ users, deployed AI agents on decentralized compute, built load balancers, designed distributed filesystems, and optimized cloud infrastructure across AWS, Kubernetes, and gRPC ecosystems\. I thrive in environments where speed, reliability, and ownership matter\. My focus continues to be: high\-performance backend engineering, distributed systems, DevOps automation, cloud infrastructure, and scalable AI systems\. I’m not chasing one niche \- I operate at the intersection of many\. That’s what lets me build faster, adapt quicker, and solve problems that most early\-career engineers never get exposed to\. If it involves building systems at scale, I’m already interested\.

## Location

New Delhi

## AI stack

claude code

langchain

langgraph

langsmith

mcp

mistral

## Work experience

Platform Engineer at Calance, Jul 2025 \- Present · 1 yr 2 mos, Gurugram, \- Developed and deployed a decentralized IDP authentication microservice, forming the backbone of the Calance ecosystem\. \- Played a key role in scaling the client’s platform for 10,000\+ active users, proactively mitigating performance bottlenecks\. \- Automated end\-to\-end CI/CD workflow creation using Go, reducing setup time per client project from hours to minutes\. \- Optimized RDS performance through detailed metric analysis, reducing query latency by 20% in a cost\-constrained environment\. \- Set up monitoring stack \(Grafana, Alloy, Loki, Mimir\) across 32 Kubernetes clusters and 45 VMs, with Alloy on each node and Mimir's ingest endpoint secured via basic\-auth, eventually reducing downtime incidents\. \- Led cloud\-to\-cloud migration of Atcost food delivery platform \(\~50K\+ downloads\), reducing infrastructure cost by 40%\. \- Refactored backend to offload non\-vector data from Milvus to RDS\. Improving query latency and lowering operational cost for metadata storage by 95%\.

MLOps \| Backend Engineer at LiveSitter, Nov 2023 \- Jul 2025 · 1 yr 9 mos, United States, \- Architected and deployed infrastructure for real\-time AI inference across 1000\+ camera streams, leveraging Redis Streams for services workload coordination\. \- Transitioned to layered microservices architecture ensuring fault tolerance while using AWS Spot Instances, reducing inference and frame decoding costs by 40%\. \- Strategically migrated from Redis Pub/Sub to RabbitMQ, reducing DB operations from \~1,200 to \~300 per frame, eliminating frame drops and significantly improving reliability of the video processing pipeline\. \- Configured VPC across inference pipeline, ensuring security of components and significantly reducing data transfer cost\. \- Automated AI model training leveraging multi\-core GPU on EC2 Spot Instances, reducing model training cost by 60%\.

AWS \| Backend Engineer at DevTown, Jun 2023 \- Oct 2023 · 5 mos, India · Hybrid, \- Designed microservices architecture and schema model for large\-scale ERP solution, handling operations across 50 stores\. \- Provisioned sharded MongoDB cluster on AWS to support high write throughput of \~500 writes/sec while maintaining p99 latency of \~0\.2s, for centralized event sourcing improving traceability and auditability\.

Backend Engineer at DevTown, Jan 2023 \- Jun 2023 · 5 mo, India · Hybrid, \- Achieved 3×faster inter\-service communication in distributed cluster by replacing traditional REST\-based communication with gRPC\. \- Built a service layer over PostgreSQL databases to handle microservice coordination and data consistency\. \- Securely configured CDN with S3 for static content delivery, with signed URLs to reduce unauthorized access and bandwidth cost\.

## Education

Bachelor of Technology \- BTech, Computer Science, Lovely Professional University \(LPU\)

intermediate, Non\-Medical, dav schools network

## Public links

- github: https://github\.com/lakshya404stc
- youtube\.com: https://youtube\.com/@lakshya404stc

[View the original profile](https://tal.club/meet/lakshya-gupta)

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