---
title: "Rohit Gaware - Program Manager in Bengaluru | Tal"
description: "Meet Rohit Gaware, Business Strategy @ Handshake | PGPM based in Bengaluru. AI stack includes claude code, claude, and codex."
image: "https://tal.club/meet/rohit-gaware/share-image"
---

# Rohit Gaware on Tal

## Headline

Business Strategy @ Handshake \| PGPM

## About

I'm an Operator here at Handshake\.

## Location

Bengaluru

## AI stack

claude code

claude

codex

mcp

Glean

Zapier

## Work experience

Program Manager at Handshake AI, Jan 2026 \- Present · 10 mos, Bangalore Urban, Program delivery: own end\-to\-end delivery for Generative AI training\-data and model\-evaluation programs serving frontier\-lab and enterprise customers — pipeline design, contributor onboarding, throughput and final data delivery across 20,000\+ annotation tasks and a 5,000\+ contributor pool\. Quality systems: designed and documented a six\-layer quality stack — in\-task self\-checks, peer review, internal audit, external audit, deterministic consistency checks and a qualification gate — and produced the first end\-to\-end map of how each layer's data reconciles\. LLM evaluation: built and calibrated LLM\-as\-judge autograders against human\-graded ground truth, and built the deterministic check that detects rating\-versus\-rationale contradictions — the single largest driver of rejected work on the program\. Data integrity: audited the attribution logic behind program reporting and found it was crediting work to current task owners rather than actual submitters, overstating the active contributor count nearly 3x; rebuilt the join and corrected every downstream payout audience\. Payout assurance: architected eight successive contributor incentive programs and the audit tooling that adjudicates pay disputes against the raw event log; reconciliation identified a filed payout roughly 2x its defensible ceiling and replaced the metric it was computed from\. Analytics & automation: built the delivery analytics layer — BigQuery models plus Hex dashboards with threshold\-based alerting delivered to Slack — replacing manual status reporting with daily throughput, approval\-rate and pipeline\-health visibility for the operator team\. Workforce activation: ran the event\-driven activation and comms engine for the distributed contributor workforce, lifting activation\.

Associate Vice President \- Business Strategy and Operations at Tracxn, Nov 2024 \- May 2025 · 7 mos, Bengaluru, Karnataka, India, Handling the Strategy Ops for the Title : Sales Vertical

Operations Task Force at Brane Group, Jan 2024 \- Sep 2024 · 9 mos, Bengaluru, Karnataka, India, Part of the task force assisting and enabling the operations activities of the sales team\. Day to day activities include process setting, market research and working on new customer acquisition\.

Program Manager at Brane enterprises, Jan 2024 \- Sep 2024 · 9 mos, Built a lead\-generation engine identifying 500\+ target firms matched to partner capability, driving focused multi\-geography outreach\. Created GTM collateral and the client\-engagement KPI framework; drove CRM optimisation that cut sales response time 20%\.

Senior Associate \- Projects at Cognizant, Jun 2022 \- Jul 2023 · 1 yr 2 mos, Chennai, Tamil Nadu, India, Resourcing team member for Communications Media and Technology vertical, handling operations excellence projects and reporting\.

## Education

Post graduate diploma in Management, PGPM, Indian Institute of Management Tiruchirappalli

Bachelor of Engineering \- BE, Mechanical Engineering, Yeshwantrao Chavan College of Engineering Nagpur

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

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