---
title: "Showmik Bose - Platform Specialist in Bengaluru | Tal"
description: "Meet Showmik Bose, Building Generative AI Platforms based in Bengaluru. AI stack includes anthropic apis, antigravity, and claude code. Explore public work links including github."
image: "https://tal.club/meet/showmik-bose/share-image"
---

# Showmik Bose on Tal

## Headline

Building Generative AI Platforms

## About

Staff Applied AI Engineer with 10\+ years building reliable, distributed systems and scalable cloud infrastructure at Goldman Sachs and Wayfair\. Co\-founded targetgrid\.ai which got successfully acquired\. Delivered $49M ROI through GenAI platform automation, driving SLO/SLA compliance and cross\-functional alignment across 30\+ engineering teams\. Expert in Agentic AI Frameworks, AI Observability, Kubernetes, Python, Terraform, AWS/GCP, observability, and CI/CD pipelines\. Proven track record in site reliability, infrastructure\-as\-code, and ML platform engineering\. Co\-founder of TargetGrid\.ai \(built and sold\)\. AWS Certified Solutions Architect & Developer, Terraform Certified, Certified Kubernetes Administrator\.

## Location

Bengaluru

## AI stack

anthropic apis

antigravity

claude code

glama

kilocode

PydanticAI

## Work experience

Platform Specialist at Wayfair, Apr 2024 \- Present · 2 yrs 7 mos, Architected and launched enterprise GenAI platform \(n8n, LiteLLM, Kubernetes\) serving 500\+ users across 15\+ product teams; on track to deliver $49M ROI by enabling self\-serve AI workflows and reducing central engineering dependency by 60%\. Designed production\-scale RAG infrastructure on GCP \(VertexAI, LangChain, vector DBs\) and fine\-tuned LLM models for NPS segmentation, achieving 95% accuracy and saving $300K annually in CX costs\. Owned multi\-agent AI strategy org\-wide — evaluated build vs\. buy, led vendor selection \(Camunda, Glean\), established SLO/security governance for Agentic AI systems across 30\+ engineering teams\. Integrated Google Gemini into AutoGen v0\.2 framework via Wayfair\-Google partnership, enabling autonomous multi\-agent operations and reducing developer overhead by 40%\. Mentored and aligned 5\+ cross\-functional engineering teams on AI platform adoption; drove architecture reviews, influencing GenAI roadmap and accelerating time\-to\-production for AI features by 50%\.

Vice President at Goldman Sachs, Dec 2022 \- Mar 2024 · 1 yr 4 mos, India, ● Played major role in the successful launch of Apple Savings Account\. ● Instrumental in migrating Infra and Applications from PCF to ECS environments\. ● Created, Managed and Migrated Mongo Databases and Kafka\. ● Saved \~$4 Million of the firm by detecting and optimising usage patterns\. ● Streamlined Infra deployment proccesses\. ● Created Python \- Flask API to enable CLI\-Mongo DB Access\. ● Designed Architectures to solve and simplify business critical issues\.

Associate at Goldman Sachs, Sep 2021 \- Dec 2022 · 1 yr 4 mos, Bengaluru, Karnataka, India, ● Created Kafka and Mongo Infrastructure\. ● Created Role based access on Mongo from AWS\. ● Played instrumental role in launching GM Cards\. ● Led the infrastructure deployment for GreenSky post acquisition by GS\.

Senior Software Engineer \(DevOps\) at BT, Jun 2019 \- Sep 2021 · 2 yrs 4 mos, India, ● Served as an SME for Gitlab, Nexus and IQ Server\. ● Managed on prem K8s cluster, managing the tools\. ● Created automations, creating apis, architecting and planning migration on to AWS\. ● Wrote a productivity analysis tool from scratch singlehandedly to determine the average productivity of vendor partners over the lockdown period\. This is being used to analyze the trend in efforts of developers while they were in office and while they are working from home, for leadership decisions\. This analysis is comparable to tools like Blue Optima\. ● Migrating Gitlab Omnibus \(Single Server On Prem\) to Kubernetes based Multi\- node solution\. ● Led the Migration of SonarQube Enterprise Edition to SonarQube Datacenter Edition ● Responsible for creating solutions to migrate on prem apps on to AWS\. ● Integrating IQ Server for Security profiling of artifacts with Gitlab and Jenkins\. ● Responsible for maintaining the on premise self hosted GitLab, Nexus and Nexus IQ Repositories\. ● Architecting service migration to AWS\. ● Creating APIs for allowing the Users to interact to the on premise system using a Marketplace\. ● Maintaining the APIs and managing issues that people face while using the software ● Writing CICD pipelines\. ● Automation using Python\.

DevOps Engineer at LeadSquared, Nov 2018 \- May 2019 · 7 mos, Bangalore, ● Created entire IAC for Leadsquared's infra\. Earlier it was manually provisioned\. ● Wrote automation scripts\. ● Created CICD Pipelines and wrote code in \.NET to add a new workflow in the application\. ● Pen Testing using Kali Linux \- Found 2 vulnerabilities in the application including companies internal shareholding document with paid\-up capital of each founder\. ● Created Python\-Flask web application to create a support portal which allows the support team to interact with the AWS account\. This included RBAC\.

System Engineer at Tata Consultancy Services, Jul 2017 \- Nov 2018 · 1 yr 5 mos, Bengaluru Area, India, ● Responsible for the design and development of AWS infrastructure automation including deployment and monitoring for our infrastructure\. ● Developing Python and Java code to fulfill client’s Automation requirements\. ● Implementing CICD pipeline using Jenkins, Maven\. ● Responsible for creating lambda scripts which mandate the compliances and monitor human errors which may cause security flaws\. ● Responsible for creating scripts that collect, process and send log data of all AWS accounts to splunk for monitoring and analysis\. ● Upgrading existing code by adding in new functionalities\. ● Setting up monitoring with Elasticsearch, Logstash and Kibana\. ● Creating and Deploying scripts via CloudFormation Template for Disaster Recovery

Assistant System Engineer at Tata Consultancy Services, Jul 2016 \- Jun 2017 · 1 yr, Hyderabad Area, India, ● Maintaining the developed code on CodeCommit the Aws Code repository\. ● Responsible for delivering Tech Talks within the organization\. ● Automating services like Server Provisioning, Volume Creation, Dns Creation, ELB etc\. ● Creating Self Healing scripts for issues like server down, Trend Micro not communicating etc\.

## Education

Bachelor of Technology, Computer Science Engineering, College of Engineering & Management, Kolaghat

Higher Secondary, Computer Science, Kendriya Vidyalaya No\.2, Salt Lake

## Public links

- github: https://github\.com/showmik\-bose

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

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