---
title: "Sunny Kumar Sinha - AI Software Engineer in Bengaluru | Tal"
description: "Meet Sunny Kumar Sinha, AI Software Engineer @ BCG | Full-Stack (Django, React, TypeScript) | GenAI & RAG Pipelines | Open Source (PyPI: docpipe-sdk, vm-tool) based in Bengaluru. AI stack includes claude code, codex, and hugging face. Explore public work links including github and sunnysinha.online."
image: "https://tal.club/meet/sunny-kumar-sinha/share-image"
---

# Sunny Kumar Sinha on Tal

## Headline

AI Software Engineer @ BCG \| Full\-Stack \(Django, React, TypeScript\) \| GenAI & RAG Pipelines \| Open Source \(PyPI: docpipe\-sdk, vm\-tool\)

## About

AI software engineer with 3\+ years of experience building and operating production AI products across Python backends, React/TypeScript interfaces, RAG and agent workflows, and cloud deployment\. At BCG X, I work on enterprise GenAI systems including retrieval over 10,000\+ slides, agent workflows, evaluation pipelines, reusable AI application scaffolds, and deployments across AWS, Azure, and GCP\. My work covers product engineering, CI/CD, monitoring, guardrails, and production reliability\. Previously, I was a founding engineer at Auctopus Technologies, where I helped build NetPeace, a network automation and observability SaaS platform managing 1,000\+ distributed devices across 15\+ containerized microservices\. I also build open\-source developer tools: • docpipe\-sdk — a composable document\-to\-RAG Python SDK with multiple retrieval strategies • vm\-tool — deployment automation for VMs, Docker, Kubernetes, CI/CD, and monitoring using Python and Ansible Core stack: Python, Django, FastAPI, React, TypeScript, LangChain, LangGraph, PostgreSQL, Redis, Docker, Kubernetes, AWS, Azure, and GCP\. Based in Bengaluru and open to suitable roles in India, remote teams, and European opportunities with relocation or visa support\.

## Location

Bengaluru

## AI stack

claude code

codex

hugging face

langfuse

langgraph

langsmith

## Work experience

AI Software Engineer at BCG X, Jun 2025 \- Present · 1 yr 4 mos, Bengaluru, • Engineered MSP B2B Pricing as part of BCG's Helix AI team: ingested 10,000\+ slides as a knowledge base and built a RAG\-powered chat interface with REST APIs for on\-the\-fly PowerPoint generation using LLM\-driven content synthesis\. • Deployed MSP B2B Pricing on Azure Container Apps with Blob Storage, Azure PostgreSQL \(pgvector\), and Document Intelligence across staging and production environments\. • Built SurveySuite, a browser\-based platform making Claude Code accessible to non\-technical users with isolated sandboxes, guided chat assistants, and integrated terminals for autonomous task execution\. • Deployed SurveySuite on AWS EKS via Octopus Deploy and Helm, using ElastiCache \(Redis\) for Celery broker/caching, S3 for workspace backups, and Bedrock AgentCore for agent infrastructure\. • Developed the DFX Boilerplate Template, a modular full\-stack AI scaffold allowing developers to configure databases, ingestion pipelines, vector stores, and chaining mechanisms per service, adopted across 10\+ BCG projects, reducing setup time by 1 week\. • Optimized prompt engineering for Risk Radar, an AI risk analysis tool for a Dubai\-based client deployed on GCP \(Compute Engine, Cloud SQL, Vertex AI\), enabling GPT\-5 migration and reducing AI costs by \~70%\. • Owned end\-to\-end deployment across all projects, building CI/CD pipelines, configuring staging and production environments, and managing monitoring across Azure, AWS, and GCP\.

Founding Engineer at Auctopus Technologies Pvt Ltd, Mar 2023 \- May 2025 · 2 yrs 3 mos, Delhi, India, • Led architecture and end\-to\-end development of NetPeace, a network automation and observability SaaS platform managing 1,000\+ distributed devices across 15\+ containerized microservices\. • Built scalable REST APIs and real\-time WebSocket systems using Django REST Framework and Django Channels, applying efficient data structures and algorithms for live bi\-directional communication across Agile sprint cycles\. • Engineered React\.js frontend with drag\-and\-drop workflow builder, real\-time dashboards, and dynamic form generation, automating 80% of operational processes with 90% decision accuracy\. • Automated 100\+ Camunda BPMN workflows integrated with ServiceNow, reducing manual incident handling by 90%\. • Developed a RAG\-powered conversational AI interface using LangChain and vector databases for natural language querying of device configurations, improving troubleshooting efficiency by 35%\. • Implemented observability using Prometheus, Grafana, and Alertmanager, improving issue detection by 25% and reducing monitoring effort by 40%\. • Owned Stripe payment integration for subscriptions and billing, reducing transaction failures by 25%; optimized Celery and Redis caching, deployed via Docker, Ansible, and GitHub Actions CI/CD, improving platform stability by 20%\.

## Education

B\.Tech, Computer Science, Maulana Abul Kalam Azad University of Technology, West Bengal formerly WBUT

## Public links

- github: https://github\.com/thesunnysinha
- sunnysinha\.online: https://www\.sunnysinha\.online/

[View the original profile](https://tal.club/meet/sunny-kumar-sinha)

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