---
title: "Debashish Singh B. - Senior Software Engineer in Bengaluru | Tal"
description: "Meet Debashish Singh B., Senior Platform Engineer | DevOps | Kubernetes | Python | Terraform | GCP | Azure | Building Cost-Efficient Agentic AI Platforms & MCP Architectures based in Bengaluru. AI stack includes claude code, cursor, and gemini."
image: "https://tal.club/meet/debashish-singh-babu/share-image"
---

# Debashish Singh B\. on Tal

## Headline

Senior Platform Engineer \| DevOps \| Kubernetes \| Python \| Terraform \| GCP \| Azure \| Building Cost\-Efficient Agentic AI Platforms & MCP Architectures

## About

With over 12 years of experience in platform development and infrastructure automation, I specialize in designing, deploying, and scaling multi\-cloud and hybrid cloud architectures\. My expertise lies in building resilient, automated environments that power complex, multi\-tier applications across private and public clouds\. Recently, my focus has expanded into the intersection of cloud infrastructure and artificial intelligence\. I actively develop Agentic AI platforms, designing autonomous workflows and establishing rigorous agent evaluation metrics\. By implementing advanced prompt optimization and token consumption reduction techniques, I build AI systems that are not only intelligent but also highly cost\-efficient and performant\. Core Competencies: Cloud & Infrastructure: Azure, GCP, AWS, Hybrid/Private Cloud Platform & Automation: Kubernetes, Docker, Terraform, GitOps, CI/CD Programming: Python, React, Go Databases: CosmosDb, MySQL, MongoDB, Bigquerry, SQLite AI Engineering: Agentic Workflows, MCP, Prompt Optimization, Token Efficiency, Agent Evaluation

## Location

Bengaluru

## AI stack

claude code

cursor

gemini

github copilot

hugging face

ollama

## Work experience

Senior Software Engineer at Walmart Global Tech India, Oct 2023 \- Present · 3 yrs, India, 🧠 Engineered an intelligent AI gateway saving \~$1\.4M to \~$14M monthly in token costs\. ☁️ Implemented an in\-house Terraform platform for multi\-cloud automation, reducing deployment time by 85%\. ⚙️ Engineered scalable CI/CD pipelines and automated infrastructure deployments using Kubernetes and Terraform, enhancing system reliability and reducing release cycles by 30%\. 📡 Developed drift detection for Managed Terraform, optimizing execution without increasing database load\. 🤖 Architected autonomous K8s pull\-based runners using MongoDB Change Streams and KEDA for scalable job handling\. 💰 Led RAG implementation for AI chatbots, cutting production support by 40% and saving $250k annually\. 🔌 Integrated APIs for 150\+ pipelines and built a visualization UI, improving troubleshooting efficiency by 60%\. 📈 Enhanced platform scalability and parallel execution, increasing deployment frequency by 40%\. 🛡️ Integrated the platform via APIs to various security gates and policy checks to ensure secure production rollouts\.

Product Specialist at IDrive Software India Pvt Ltd, Apr 2022 \- Oct 2023 · 1 yr 7 mos, India

System Engineer at IDrive Software India Pvt Ltd, Apr 2017 \- Apr 2022 · 5 yrs 1 mo, Bengaluru, Karnataka, India, ❏ Deployed and monitored testing and development infrastructure to achieve 99\.99% uptime\. ❏ Experienced in Setting up the build and deployment automation using Terraform scripts ❏ Provisioned the highly available EC2 Instances using Terraform ❏ Identified and reported bugs in testing and production environments\. ❏ Integrated multiple systems and deployed products under various environments\(on\-prem & third party cloud like AWS\) to reconcile needs of different teams\. ❏ Tested and deployed product patches within SLA \(e\.g\. upgrades, firmwares and Bugfixes\) as per RCA\. ❏ Resolved escalated tickets within the given SLA\. ❏ Worked as a part of the global Ops team and led the Indian team of 4\. ❏ Provided KT to team about new releases, best practices and troubleshooting\. ❏ Built and maintained KBase for the team which resulted in reduced turnaround time and increased SLA\.

IT Analyst at Microland Limited, Jun 2015 \- Apr 2017 · 1 yr 11 mos, Bengaluru, Karnataka, India, ❏ Organizing and validating documented users feedback about the products and its features\. ❏ Re\-creating the user's environment and deploying different Acronis products to replicate issues\. ❏ Verify the bugs\(environment specific, user specific or universal\) and forward the same to the product development team through JIRA\. ❏ Analyze the collected feedback for volume drivers and communicate the resolution steps though well documented Knowledge base articles\. ❏ Analyze the data collected through feedback and tickets to narrow down the most disliked and problematic features/changes and convey the results with the product design and development teams\. ❏ Recommend best possible solutions based on research and analysis\.

Information Technology Analyst at Microland Limited, Jun 2015 \- Apr 2017 · 1 yr 11 mos, Resolved 200\+ unique user environment issues during Acronis product deployments\. Reduced incident resolution time by 30% through effective troubleshooting\. Accelerated bug fixes by 40% using a systematic JIRA\-based verification approach\. Authored and published over 50 comprehensive knowledge base articles based on volume driver analysis, improving team efficiency by 25%\.

Technical Support Engineer at Infinite Computer Solutions, Feb 2014 \- Jun 2015 · 1 yr 5 mos, ❏ Troubleshooting Backup Failures, Understanding Backup Job Status Codes, and Configure backup policies for client aware applications, Client Specific and advance restores\. ❏ Prepare a detailed report on the plan of action for the existing tickets for the next shift engineer \(Shift Handover Report\) ❏ Following the various Escalation Matrices \(Vendor, Internal and Customer defined\)\. ❏ Handling all Major and corporate customers\. ❏ To ensure the smooth operation of communication networks in order to provide maximum performance and availability for their users\. ❏ Handling escalation independently and ensuring that such incidents should not happen in future ❏ Working based on tickets and Creating change requests using the Change Management tool\. ❏ Supporting all Vendor Engineers for L2 calls\.

## Education

Nanodegree, Data Analyst, Udacity

Workshop, Data scicence expert, BEPEC

[View the original profile](https://tal.club/meet/debashish-singh-babu)

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