---
title: "Aravindh Srinivasan - Senior Product Manager in Greater Bengaluru Area | Tal"
description: "Meet Aravindh Srinivasan, Shipping AI that earns user trust | Senior Product Manager @ Microsoft | LLM evals | 0→1 | Agents | Open to AI labs IN / EU based in Greater Bengaluru Area. AI stack includes github copilot, mcp, and openai."
image: "https://tal.club/meet/aravindh-srinivasan/share-image"
---

# Aravindh Srinivasan on Tal

## Headline

Shipping AI that earns user trust \| Senior Product Manager @ Microsoft \| LLM evals \| 0→1 \| Agents \| Open to AI labs IN / EU

## About

I build AI products that ship — and earn the trust to keep shipping\. Twelve years ago I joined Microsoft as a Technical Consultant, embedded with Fortune\-500 customers solving cloud and data problems they couldn't solve alone\. Eight years of that — first SAP\-on\-Azure migration in Australia \(A$210M cloud commitment\), first Cloud Centre of Excellence delivered in North America \(developer provisioning cut from 3 weeks to 1 hour\) — taught me what production really costs and how quickly a broken feature destroys customer trust\. In February 2022 I moved into Product Management\. Since 2024 I've been on the AI side\. What I ship in AI: • Took an LLM\-powered summarization feature from concept to public preview to scale — 18,500\+ summaries per month, <10% negative feedback, 250\+ MAU\. Recognized internally with a company\-level "AI Efficiency" award \(FY26\)\. • Designed a 3\-layer LLM evaluation framework — deterministic checks, LLM\-as\-judge, expert human review\. Turned AI quality from a vibes conversation into an instrumented one\. • Made the call to pause and roll back AI features in production when hallucinations were detected — converted that incident into permanent release criteria and rollback triggers\. • Built and ran a GitHub Copilot \+ LLM evaluation workshop for product managers — 4\.33/5 confidence post\-workshop, called out as the strongest first\-time AI onboarding the team had seen\. Beyond AI, I move the adoption needle on the products I touch: • \~50%\+ adoption growth on cloud\-resiliency scorecards across two consecutive periods\. • Took a mobile experience from zero to 141% session growth in 90 days by leading user research before writing engineering specs\. The way I work: • Start from a clear problem and a sharp hypothesis\. Ship the smallest slice that proves the bet\. • Let adoption data — not anecdotes — drive scope\. • Deprecate ruthlessly\. Stale features erode trust faster than missing ones\. • Write for executives the way I write for engineers: short, specific, honest about trade\-offs\. Open to: Senior PM roles on AI / LLM product teams at AI labs and frontier\-product companies\. Based in Bengaluru, open to relocation in the EU\. Let's talk if you're building AI products that have to be right, not just impressive\. → DM open\.

## Location

Greater Bengaluru Area

## AI stack

github copilot

mcp

openai

githubcopilot

Microsoft Copilot

## Work experience

Senior Product Manager at Microsoft, Mar 2025 \- Present · 1 yr 9 mos, Senior PM for AI\-native experiences and reliability insights on an internal customer\-experience platform serving thousands of weekly users across customer success, engineering and field teams\. AI Product Leadership • Took an LLM\-powered customer summarization feature from concept → public preview → scale\. 18,500\+ summaries/month\. 250\+ MAU\. <10% negative feedback\. \+43% MoM growth\. Won a company\-level AI Efficiency award \(FY26\)\. • Designed a 3\-layer LLM evaluation framework — deterministic checks → LLM\-as\-judge → expert human review\. Integrating into the product release pipeline\. • Paused and rolled back AI features in production after detecting hallucinations\. Codified the response into release criteria, rollback triggers and quality guardrails the team uses today\. • Built and delivered an internal GitHub Copilot \+ LLM evaluation workshop for PMs\. 4\.33/5 post\-workshop confidence\. Recognized as the strongest first\-time AI onboarding the org had seen\. • Set the AI strategy for the platform's next\-gen experience — shifting from passive insights to agent\-driven workflows with humans in the loop\. Adoption & Scale • Drove \~50% adoption growth on cloud\-resiliency scorecards across two consecutive releases\. • Built live KPI dashboards with engineering to track adoption and customer outcomes in real time\. Stack: LLM evals, agentic workflows, GitHub Copilot, MCP, Azure, Kusto/KQL, Power BI\.

Product Manager 2 at Microsoft, Jan 2022 \- Mar 2025 · 3 yrs 3 mos, Hyderabad, Product Manager covering customer experience platforms — across data platform, mobile experience and resiliency insights for an internal customer\-experience suite used by 8K\+ engineers, customer success and field teams\. Reliability & Resiliency • Drove \~50% adoption growth on cloud\-resiliency scorecards across two consecutive periods • Built live KPI dashboards in partnership with engineering to track adoption and customer outcomes in real time\. Mobile experience \(0→1\) • Initiated and shipped a mobile\-optimised experience for the platform: \+141% mobile sessions in 90 days, session time 30s → 1\.1 min, unique users 341 → 616\. • Ran 250\-response user survey \+ 11\-user usability study BEFORE writing engineering specs — surfaced 15 UX recommendations, 5 prioritised for MVP, saving significant rework\. Data platform & trust • Drove deprecation of stale data sources • Migrated 12,000\+ legacy data cluster users to a modern, governed data platform • Onboarded 40\+ internal teams to the Platform Cross\-functional leadership • Stepped in as acting EM during a leadership absence; re\-planned a multi\-team semester backlog\. • Hired and onboarded 4\+ PMs\. Stack: Product specs, OKRs/KPIs, user research, Azure, Kusto/KQL, Power BI, data platform, agile delivery\.

Consultant at Microsoft, Sep 2018 \- Feb 2022 · 3 yrs 6 mos, Bengaluru, Senior Technical Consultant delivering enterprise cloud and data\-platform engagements for Fortune\-500 customers across North America, EMEA and APAC\. Headline engagements • First Cloud Centre of Excellence \(CCOE\) program delivered in North America — Platform Team Lead on a 10\-month engagement with a Fortune\-100 US energy utility\. Built a developer infrastructure\-provisioning platform that cut environment provisioning from 3 weeks → 1 hour\. • First SAP\-on\-Azure migration in Australia — designed patching, monitoring and backup for a major retailer's SAP estate in 6–7 weeks\. Engagement underwrote A$210M of 5\-year cloud commitment\. • Delivered UK \+ US Azure Landing Zones for the same energy utility in <6 weeks via automated pipelines \(typically a 3\-month exercise\)\. • Lead Consultant on a global US\-telco engagement — owned governance for the SI partner team; featured in the customer's July Wall of Fame and in the FY20 Q4 Secure Infrastructure business update\. • Delivered Azure Cloud Foundation engagements for customers in Vietnam \(banking\) and Switzerland \(FMCG\); the latter generated a follow\-on migration contract\. Community, IP and enablement • External Microsoft Reactor community talk on Azure Arc — 50\+ signups to a Modern Apps hiring drive\. • Lead Consultant Role Readiness session — 82 participants, 92% scoring 8–10/10\. • Contributed Policy\-as\-Code modules to the internal Infrastructure\-as\-Code IP library, reused across Cloud Foundation and CCOE engagements globally\. • Completed the Technical Leadership Development Program \(April 2020\)\. Mentored multiple junior consultants from ramp\-up to fully independent delivery on Azure Cloud Foundation and AKS engagements\. Stack: Azure \(compute, networking, identity, storage\), Azure Landing Zones, DevOps, IaC \(Terraform, ARM\), Kubernetes \(AKS\), SAP\-on\-Azure, Azure Arc, Policy\-as\-Code\.

Software Engineer at Accenture, Jul 2012 \- Oct 2014 · 2 yrs 4 mos, Bengaluru Area, India, Working in the field of Application Packaging and Virtualization for few North American and European Clients

## Education

B\.E, Computer Science, Sona college of technology

kendriya vidyalaya

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

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