---
title: "Chandra M - Senior Product Manager in Frisco | Tal"
description: "Meet Chandra M, Senior Director, Analyst, AI infrastructure and Data Management at Gartner based in Frisco. AI stack includes antigravity, claude code, and codex. Explore public work links including mchandra.com."
image: "https://tal.club/meet/chandra-mukhyala/share-image"
---

# Chandra M on Tal

## Headline

Senior Director, Analyst, AI infrastructure and Data Management at Gartner

## About

I am a Senior Director, Analyst at Gartner where I research on AI and Agentic\-AI technology and adoption trends for IT infrastructure \(compute, storage and networking\)\. I advise enterprises and organizations on current technology trends, implementation best practices and vendor landscape\. I also advise technology and service providers on all aspects of product management from market research to building and delivering successful technology products, primarily in enterprise storage and data management space\. I have 20\+ years of experience in the enterprise data storage industry in product management and marketing\.

## Location

Frisco

## AI stack

antigravity

claude code

codex

cursor

claudecode

Vercel AI SDK

## Work experience

Senior Product Manager at Computer Age Management Services Limited, Dec 2022 \- Jul 2026 · 3 y 7 mo, Bengaluru, Re\-architected the data\-delivery layer from webhook\-push to a two\-call "ready \+ fetch" API pattern after production data showed webhooks failing \~1\-2% of the time; tolerable for small clients, business\-critical for high\-volume ones\. Made the explicit cost\-vs\-reliability case to Stakeholders and built it with the tech head; materially lifted delivery success for Large Broking Clients and set the precedent for volume\-tiered delivery options\. Found and killed a silent \~8\-10% data\-loss failure \- FIPs sent JSON with inconsistent field names, date formats, and missing values that customer systems were dropping unnoticed\. Instrumented the true failure rate, wrote the standardization spec \(mandatory vs\. optional fields, format contracts, fallback rules\), and drove the build resulting in \~10% lift in successful data delivery\. Built FIP health monitoring at 15\-minute intervals with a 70% availability threshold and a confidence matrix that routes each request through the optimal Account Aggregator by success rate and latency; shipped real\-time health APIs for Angel One, IIFL, and Choice Broking\. Lifted end\-to\-end journey conversion from 50% to 80% through screen\-level tracking, event\-based drop\-off analysis, and API performance benchmarking\. Scaled platform usage from \~100 to 150,000\+ daily API pulls in 18 months, growing market share from <1% to \~17\.5%; productized the F&O onboarding use case and partnered with banks to resolve throttling, reliability, and conversion bottlenecks\. Reduced enterprise onboarding time from \~2 months to \~2 weeks by productizing SDKs, APIs, OAuth flows, webhook guides, documentation, and activation playbooks; defined onboarding OKRs and tested partner flows to improve self\-serve integration\. Wrote 100\+ product requirement specs and owned roadmap execution with Engineering, Compliance, ISMS, and InfoSec teams to ship RBI\-compliant integrations across 70\+ enterprise partners including Angel One, INDmoney, CRED, Paytm Money, and Bajaj Finserv\.

Product manager at Ayu Health, May 2022 \- Nov 2022 · 6 mo, Bengaluru

Associate Technical Product Manager at Scaler Academy, Sep 2021 \- May 2022 · 8 mo, Bengaluru, Shipped an internal sales performance and incentive platform from 0 to 1, defining requirements, user stories, edge cases, and success metrics; delivered in 6 months and drove \~10% sales growth in the first month post\-launch\.

Product Marketing Manager at Unacademy, Mar 2020 \- Aug 2021 · 1 y 5 mo, Bengaluru, Owned P&L, pricing, and GTM for GATE, CA, and CAT categories; turned all three profitable, generating CA \~₹2\.5Cr, GATE \~₹2Cr, and CAT \~₹60L while scaling educator supply and driving \~3x viewership growth\.

Founder at Autodidact tech solutions pvt ltd, Nov 2015 \- Mar 2020 · 4 y 4 mo, Bengaluru, Built a QR\-based account\-to\-account payment system pre\-UPI \- designed merchant\-acceptance flows and payment infrastructure; raised $200K, built a 60\-member team, onboarded 100\+ merchants \(NASSCOM 10K Startups\)\.

## Education

MBA, General Management, Duke University \- The Fuqua School of Business

MS, Electrical Engineering, Wichita State University

## Public links

- mchandra\.com: https://www\.mchandra\.com/

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

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