---
title: "Raghav Rathi - Software Engineer in Mumbai | Tal"
description: "Meet Raghav Rathi, Backend Software Engineer | Python · Django · FastAPI · SQL | 400+ DSA · LeetCode based in Mumbai. AI stack includes gemini, geminicli, and langfuse. Explore public work links including github."
image: "https://tal.club/meet/raghav-rathi/share-image"
---

# Raghav Rathi on Tal

## Headline

Backend Software Engineer \| Python · Django · FastAPI · SQL \| 400\+ DSA · LeetCode

## About

Backend Software Engineer with production experience building scalable financial systems, high\-throughput ETL pipelines, and AI\-integrated microservices\. Currently at Homeville Group, where I work on: → Distributed systems processing 6,000\+ concurrent transactional payloads → LLM\-integrated microservices via MCP and Gemini API → Query optimization cutting latency from 80s → 7s using EXPLAIN ANALYZE \+ CTEs → Multi\-tenant reconciliation engines and idempotent financial data contracts Work recognized at Global Fintech Festival 2025\. Core stack: Python · Django · FastAPI · AsyncIO · PostgreSQL · Redis · Celery · Docker I care about backend systems that are correct, fast, and maintainable at scale, not just working\. Open to backend\-focused SDE roles at product\-based companies\.

## Location

Mumbai

## AI stack

gemini

geminicli

langfuse

metaai

## Work experience

Software Engineer at Homeville Group, Jun 2025 \- Present · 1 yr, Mumbai, \- Engineered ETL pipelines achieving 20x throughput increase \(300 → 6,000\+ concurrent payloads\) and 95% latency reduction using Python and AsyncIO\. \- Built LLM\-integrated microservices using MCP and Gemini API for automated decision\-making and intelligent data enrichment on unstructured financial data\. \- Eliminated N\+1 bottlenecks using EXPLAIN ANALYZE and CTEs — reduced critical query latency from 80s to 7s across complex relational schemas\. \- Architected multi\-tenant reconciliation engine on FastAPI with cross\-system validation and shipping automation\. \- Owned end\-to\-end Tier\-1 financial partner integrations with idempotent data contracts and CRON\-driven async background workers for event\-driven automation\. \- Member of the core backend engineering team, reporting directly to the VP of Technology\. \- Currently benchmarking multi\-cloud storage economics across AWS S3, GCS, and Azure Blob, including cross\-cloud egress and migration strategies\. In parallel, architecting a cost\-optimized speech\-to\-text pipeline using LLM APIs for automated transcript generation and summarization\.

Software Engineer Intern at HN Web Marketing, Aug 2021 \- Oct 2021 · 3 mos, Pune, \- Maintained deployment pipelines across 16\+ production client environments on Linux servers\. \- Managed server configurations, system updates, and environment\-specific troubleshooting\.

Python & Django Developer Intern at Bitlance Tech Hub Pvt Ltd, May 2020 \- Jul 2020 · 3 mos, Amravati, Maharashtra, India, \- Built RESTful APIs with DRF and token\-based auth using Django ORM\. \- Built data processing pipelines using NumPy/Pandas with Chart\.js visualizations\.

## Education

Bachelor of Engineering, Computer Engineering, Thadomal Shahani Engineering college

## Public links

- github: https://github\.com/withrvr

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

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