Ansh
Pandey

Sr Product Manager

San Francisco, CA

As a Sr. Product Manager, Ansh specializes in AI/ML and enterprise software. He holds an MS in Product Management from Carnegie Mellon. His experience includes roles at Amazon Web Services, Snaptrude, and Scaler. Ansh’s background in engineering, combined with his product acumen, allows him to deliver innovative solutions. He excels at leveraging technology to solve complex problems and drive product success.

Featured Projects

AI-Driven ERM Solution for Banking Compliance
15

AI-Driven ERM Solution for Banking Compliance

The solution involves developing Agentic AI capabilities to automate tasks related to compliance and risk management.Focus on automating high-volume, low-risk tasks.Use of SLMs over LLMs for higher precision.Implementation of Hybrid RAG for better context and rooted approach.Leverage Python sandbox for deterministic execution.

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Automated Care Gap Closure at UPMC
12

Automated Care Gap Closure at UPMC

An AI-powered platform was developed to automate care gap closure, utilizing a centralized dashboard and LLMs. The platform offers universal customer profiling, a vulnerability index calculator, patient cohort generator, and personalized campaign generator.Key features: Combine EMRs, claims, labs, and pharmacy records.Key features: Insight on health metrics, overdue screenings, and care gaps.Key features: Generates multi-language

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Interfaces for ROI in AI
10

Interfaces for ROI in AI

The project focuses on developing specialized, task-specific interfaces to improve AI ROI. The core idea is that general chat windows are the wrong interface for enterprise AI. Specialized tools are designed to integrate seamlessly into existing workflows. The focus is on extending current systems, not replacing them with chat applications. Specialized tools outperform general chat interfaces on every meaningful metric.

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Influencer Consequence Scanning
9

Influencer Consequence Scanning

Developed an Instasight INFLUENCER Consequence Scanning tool to monitor influencer content. This tool uses AI to analyze content for potential risks. Sentiment Analysis Keyword Extraction Risk Scoring

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Fast Favorites: AI-Powered Reordering System
30

Fast Favorites: AI-Powered Reordering System

Fast Favorites is an AI-driven reordering system designed to automate and accelerate the ordering process for Instacart users. Auto-populates previous orders. Provides 3x-5x faster checkouts. Auto-generates cart for easy reordering. It utilizes AI-driven reordering and 1-click checkout to save time and increase efficiency.

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Experience

My professional journey and the amazing teams I've been part of

Amazon Web Services logo

Sr Tech. Product Manager

Amazon Web Services
May 2025Aug 2025
Snaptrude logo

Sr Product Manager

Snaptrude
Jun 2024Nov 2024
Scaler logo

Product Manager 2

Scaler
Nov 2022May 2024
Cars24 logo

Product Manager

Cars24
Dec 2021Nov 2022
Flyhomes logo

Associate Product Manager

Flyhomes
Nov 2019Dec 2021

Education

Where I built the foundation of my expertise

Carnegie Mellon University logo

Carnegie Mellon University

MS Product Management
Class of 2025
IIT Roorkee logo

IIT Roorkee

B.Tech- Materials Engg
Class of 2018

All Projects

A showcase of my most impactful work and creative endeavors

AI-Driven ERM Solution for Banking Compliance
0

AI-Driven ERM Solution for Banking Compliance

The solution involves developing Agentic AI capabilities to automate tasks related to compliance and risk management.Focus on automating high-volume, low-risk tasks.Use of SLMs over LLMs for higher precision.Implementation of Hybrid RAG for better context and rooted approach.Leverage Python sandbox for deterministic execution.

View Project
Automated Care Gap Closure at UPMC
0

Automated Care Gap Closure at UPMC

An AI-powered platform was developed to automate care gap closure, utilizing a centralized dashboard and LLMs. The platform offers universal customer profiling, a vulnerability index calculator, patient cohort generator, and personalized campaign generator.Key features: Combine EMRs, claims, labs, and pharmacy records.Key features: Insight on health metrics, overdue screenings, and care gaps.Key features: Generates multi-language

View Project
Interfaces for ROI in AI
0

Interfaces for ROI in AI

The project focuses on developing specialized, task-specific interfaces to improve AI ROI. The core idea is that general chat windows are the wrong interface for enterprise AI. Specialized tools are designed to integrate seamlessly into existing workflows. The focus is on extending current systems, not replacing them with chat applications. Specialized tools outperform general chat interfaces on every meaningful metric.

View Project
Influencer Consequence Scanning
0

Influencer Consequence Scanning

Developed an Instasight INFLUENCER Consequence Scanning tool to monitor influencer content. This tool uses AI to analyze content for potential risks. Sentiment Analysis Keyword Extraction Risk Scoring

View Project
Fast Favorites: AI-Powered Reordering System
0

Fast Favorites: AI-Powered Reordering System

Fast Favorites is an AI-driven reordering system designed to automate and accelerate the ordering process for Instacart users. Auto-populates previous orders. Provides 3x-5x faster checkouts. Auto-generates cart for easy reordering. It utilizes AI-driven reordering and 1-click checkout to save time and increase efficiency.

View Project