---
title: "Vansh Shah - Software Developer Engineer - 2 in Bengaluru | Tal"
description: "Meet Vansh Shah, SDE-1 @Karbon Business based in Bengaluru. AI stack includes anthropic apis, antigravity, and claude code. Explore public work links including github, medium, and vanshah-dev.vercel.app."
image: "https://tal.club/meet/vansh-shah/share-image"
---

# Vansh Shah on Tal

## Headline

SDE\-1 @Karbon Business

## About

Experienced in backend systems that don’t just scale—they adapt\. Working as an SDE\-I at Karbon, I specialise in designing fault\-tolerant, event\-driven services and AI\-integrated workflows that transform complex operations into reliable, self\-recovering systems\. My core focus is applying AI within production\-grade architectures, ensuring reliability and measurability over “just model accuracy\.” I work across FastAPI, Django, OpenAI SDK, and LangGraph to enable intelligent routing, recovery\-based event handling, and high\-performance API design\. Outside work, I actively build AI\-driven MVPs and SaaS products aimed at reducing operational friction and enabling faster decision\-making\. • Architected recovery\-based event routing guaranteeing exactly\-once processing and automated retries\. • Built agentic workflows with LangGraph to enrich and reconcile transactions using fallback logic\. • Optimised Django APIs to reduce latency by 60% and enhanced extraction accuracy with targeted prompt design\. • Delivered real\-time data sync pipelines transferring 500MB\+ in under 30 seconds across services\. • Experimenting with AI\-powered SaaS solutions focused on reporting automation and enterprise workflow optimisation\.

## Location

Bengaluru

## AI stack

anthropic apis

antigravity

claude code

claude

codex

cursor

## Work experience

Software Developer Engineer \- 2 at Karbon Business, Jul 2026 \- Present · 1 mo, Bangalore

Software Developer Engineer \- 1 at Karbon Business, Jul 2025 \- Present · 1 yr 2 mos, Bengaluru South, Karnataka, India, • Designed and deployed fault\-tolerant event processing framework with dynamic routing and automated recovery, enabling exactly\-once consumption across AI microservices\. • Built agentic workflows using OpenAI SDK \+ LangGraph with AI fallback paths, improving reconciliation reliability for high\-volume financial transactions\. • Optimised Django APIs with query restructuring, caching, and N\+1 elimination leading to a 60% latency drop under production traffic\. • Architected a real\-time accounting sync system handling 500MB\+ per push in <30s, integrating Flutter desktop clients with backend services\. • Established CI/CD pipelines \(Windows & backend\) using GitHub Actions, automating build packaging, signing, and S3 distribution\.

Full\-stack Developer at Karbon Business, Jan 2025 \- Jun 2025 · 6 mos, Bengaluru, Karnataka, India, • Prototyped agentic LLM pipelines and MCP\-style experimentation frameworks to benchmark AI reliability vs latency in production\-scale flows\. • Built POC for document classification using Microsoft Graph APIs, enabling structured bill/bank statement identification for downstream services\. • Developed evaluation frameworks to track accuracy and failure patterns of AI\-based extraction and enrichment models\. • Added unit/integration test coverage across services, uncovering edge\-case failures and improving stability pre\-deployment\. • Contributed to microservice enhancements using FastAPI/Django with hands\-on work in AWS infrastructure, Redis, and event\-driven messaging\.

## Education

Master of Computer Applications \- MCA, Computer Science, Christ University, Bangalore

Bachelor of Computer Application, Computer Science, Presidency College, Bangalore

## Public links

- github: https://github\.com/vansh132
- medium: https://medium\.com/@shah\.vansh132
- vanshah\-dev\.vercel\.app: https://vanshah\-dev\.vercel\.app/

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

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