---
title: "Sahil Choudhary - Associate Product Manager in Bengaluru | Tal"
description: "Meet Sahil Choudhary, AI Product Manager | GenAI, LLMs & Physical AI Data platforms | BITS Pilani based in Bengaluru."
image: "https://tal.club/meet/sahil-choudhary-4/share-image"
---

# Sahil Choudhary on Tal

## Headline

AI Product Manager \| GenAI, LLMs & Physical AI Data platforms \| BITS Pilani

## About

I work on building the data layer AI models learn from\. First for LLMs, now for robots\. At TELUS Digital AI Data Solutions I own FTS, the platform Fortune 100 tech companies, frontier AI labs and humanoid robotics firms use to produce and evaluate the human data their models train on\. Three note\-worthy things i've worked on and shipped recently: \- An LLM\-as\-a\-Judge system that reviews human expert's work before submission\. Task time fell 43%, rework fell from 75% tasks to 10%\. Saved the expert's time and company's money :\) \- A UI builder that made any annotation interface configurable via low\-code users instead of it being engineered\. It went from one project to every production project on the platform within a quarter\. \- A robotics capture stack taken zero to one across web, mobile and a VR headset, for the Vision\-Language\-Action models behind humanoid robots\.

## Location

Bengaluru

## Work experience

Associate Product Manager at TELUS Digital AI Data Solutions, Jul 2025 \- Present · 1 yr 3 mos, Product manager for FTS, the GenAI data platform Fortune 100 tech companies and frontier AI labs use to train and evaluate their models, and for the robotics stack we are building for Physical AI\. \- Worked on the robotics capture platform, taking it from zero to one across three surfaces: web console, mobile app, VR headset\. 20\+ features in three months, now running live collection in multiple countries\. \- Shipped an LLM\-as\-a\-Judge system that reviews expert work before submission\. Task time fell 43%, rework fell from 75% tasks to 10%\. Saved the expert's time and company's money :\) \- Built a UI builder that made any annotation interface configurable instead of engineered\. Before it, projects that did not fit our existing interfaces got compromised ones and we lost them\. Now it runs every production project\. \- Gave project managers back 1\.5 to 2 hours a day \(\~20% of their day\) , by replacing a manual analytics routine with performance cohorts that adjust task limits and review sampling on their own\. Superstar Award 2025, the only recipient across a 20\+ person product organization\.

Product Management Analyst at TELUS Digital AI Data Solutions, Jul 2024 \- Jun 2025 · 1 yr, Bengaluru, Built the quality and automation layers that let us run 50\+ enterprise AI data programs at once\. \- Automated quality enforcement: AI\-content detection, and rubric rules that route failed work back for fixes on their own\. A customer's quality bar became something the product enforces rather than something a human reviewer has to remember\. \- Automated the project\-management layer: bulk assignment, unassignment of stalled work, workflow cloning, customer\-facing access control, BigQuery analytics\. Cut PM workload 20% and support queries 60%\. \- Built the Evaluation product that decides who is qualified to work on a client's program\. 12,000 assessments in a peak quarter across our largest accounts\.

Product Management Intern at TELUS Digital AI Data Solutions, Jan 2024 \- Jun 2024 · 6 mos, Bengaluru, Joined before the platform launched and shipped its first four releases: pre\-labelled job creation, the first rating workflow, multimedia prompts, and automatic unassignment of stalled work\. Nobody could self\-serve onto the product, so I wrote its documentation end to end and built a 7\-module course on supervised fine\-tuning and RLHF workflows\. Both were adopted company\-wide\. That is what took adoption from zero, and it cut how long a new PM needed before running a project alone\.

Product Analyst Intern at HEAPS\.ai, Jul 2023 \- Dec 2023 · 6 mos, Bengaluru, Product analyst at a B2B health\-tech SaaS company: an AI\-driven care\-management platform sold to insurers, hospitals and large employers\. \- A hospital client in the UAE was drowning in manual complaint handling\. I ran the gap analysis and delivered a Complaints Management System end to end\. It won us a 1\-year contract extension\. \- Ran market research on patient\-reported outcomes that surfaced a gap worth acting on immediately\. New product shipped in 2 months\. \- Automated operations reporting with Excel macros and VBA: 2 hours down to 5 minutes\.

## Education

Dual Degree \- M\.Sc\. Chemistry & B\.E\. Mechanical, Birla Institute of Technology and Science, Pilani

Amity International School, Vasundhara \(Sector\-6\)

[View the original profile](https://tal.club/meet/sahil-choudhary-4)

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