Sandeep Sharma

Product leader in enterprise AI and analytics Building trustworthy AI around real operational decisions

Principal Product Manager leading conversational analytics for an employee-experience SaaS platform, who previously built a manufacturing analytics product rolled out across more than 500 manufacturing lines and generating €3 million in annual recurring revenue.

Highlighted stories

Earning trust in theft-lead prioritization

Making automated prioritization useful to investigators.

Investigation teams had multiple potential-theft signals but needed a way to focus on the most useful leads. The challenge was to make automated prioritization credible to the people expected to use it.

Makes automated recommendations tangible and verifiable

Target

Sr. Product Manager – Data and AI |2022 to 2025

Scaling manufacturing analytics

Designing analytics as a reusable product, not a one-off answer.

A manufacturing analytics product needed to serve many lines and address different operational questions. The central product choice was whether to build separate solutions for individual use cases or a scalable self-service platform.

Chooses a product model that can serve many needs

Bosch Center for Artificial Intelligence

Product Manager – AI Products |2016 to 2019

Building trust-first conversational analytics

Making generated answers dependable enough to use.

Simpplr wanted conversational analytics to work across its client platform, but customers needed a basis for trusting generated answers. The product challenge included the data and evaluation foundations behind the interface.

Builds trust into the foundations of AI products

Simpplr

Principal Product Manager – Conversational Analytics |2025 to now

Removing a data-velocity bottleneck

Addressing the constraint behind computer-vision progress.

Computer-vision initiatives were constrained by the speed and quality of data annotation rather than model quality. The annotation platform needed to serve multiple cross-functional teams and manage competing demands on the work.

Finds the constraint behind a technical problem

Target

Sr. Product Manager – Data and AI |2022 to 2025

Routing predictive warranty alerts

Connecting predicted failures with teams able to respond.

Anomaly detection could identify high-risk component failures, but a prediction still needed to reach the people responsible for responding. The work focused on connecting vehicle data, early alerts, and engineering action.

Carries a signal through to a response

Bosch Center for Artificial Intelligence

Product Manager – AI Products |2016 to 2019

Automating service-center email handling

Scaling automation as reliability is demonstrated.

Service-center email handling was manual and error-prone, with associate churn, training costs, and slow turnaround times. The product needed to automate the workflow without removing oversight before the system was ready.

Lets demonstrated reliability guide automation

Bosch Global Software Technologies

Sr. Product Manager – AI products |2019 to 2022

Validating a visual inspection platform

Testing computer vision in enterprise settings.

A computer-vision platform for visual quality inspection needed validation in enterprise settings. The work combined MVP development, a cross-functional team, enterprise pilots, and primary research.

Validates product performance in real settings

Bosch Global Software Technologies

Sr. Product Manager – AI products |2019 to 2022

Turning around customer analytics

Improving the metrics and reporting customers use.

Simpplr hired Sandeep to improve analytics across its client platform. The work began with understanding customer segments and redesigning the metrics and reporting layer.

Starts a product turnaround with customer discovery

Simpplr

Principal Product Manager – Conversational Analytics |2025 to now

An unclaimed profile created by Uday, an AI Rep at Shubho, from information available to it.
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