Shubham Roy — Product Manager

I build AI products that make complex decisions feel effortless. At Microsoft Bing I owned the Shopping answer across Web, Mobile & Tablet, lifted click-through ↑ 21 % and expanded daily active shoppers by 250K. Those wins came from deep query-understanding, ruthless A/B testing, and an obsession with why users buy. Today, at Innovaccer, I’m back at day-zero and designing an LLM-powered Pre-Visit Summary that turns messy EHR data into crisp, physician-ready briefs. Green-field means wearing every hat, scoping v0, crafting prompts, aligning with clinical SMEs, and setting guard-rails for safety and bias. What I bring: • 0→1 speed and post-launch scale discipline • Fluency in search, e-commerce & health-tech data pipelines • A/B experimentation at volume, grounded in user and product analytics • Empathetic leadership, whether it’s 24 dog-food sessions at Bing or mentoring 100+ PM aspirants through my “PM Quest” community Before stepping into product, I spent hands-on in the code, building Java micro-services with Spring Boot & Spring Batch, containerising them in Docker, wiring blue-green deployments through Git/Jenkins CI/CD, and running them on AWS Lambda, EC2, and RDS. I owned everything from REST-API design and Sonar-gated quality checks to infra-as-code rollouts and log tracing. I’m excited by teams working at the intersection of AI, search/discovery, and workflow automation, places where a bias for experimentation, ethical ML, and delightful UX can change how people shop, heal, or learn every day. Let’s build the next product users can’t live without.

Stackforce AI infers this person is a Product Manager specializing in AI-driven healthcare solutions and e-commerce.

Location: Bengaluru, Karnataka, India

Experience: 6 yrs 3 mos

Skills

Product Management
Product Strategy
Product Delivery
Product Design
Technical Leadership
Product Development

Career Highlights

Increased click-through by 21% at Microsoft Bing.
Designed LLM-powered summaries from messy EHR data.
Mentored over 100 PM aspirants through 'PM Quest'.

Work Experience

Innovaccer

Product Manager (1 yr 1 mo)

Microsoft

Product Manager (1 yr 10 mos)

Product Manager Intern (2 mos)

Accenture

Application Developer (2 yrs 11 mos)

Bennett Technologies Private Limited

Content Writer (2 mos)

Internshala

Campus Ambassador (5 mos)

Education

Master of Business Administration - MBA at Indian Institute of Management, Kozhikode

Bachelor of Engineering at J S S Academy of Technical Education, BANGALORE

at De Nobili School

Shubham Roy

Product Manager

Bengaluru, Karnataka, India6 yrs 3 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Increased click-through by 21% at Microsoft Bing.
Designed LLM-powered summaries from messy EHR data.
Mentored over 100 PM aspirants through 'PM Quest'.

Stackforce AI infers this person is a Product Manager specializing in AI-driven healthcare solutions and e-commerce.

Contact

Skills

Core Skills

Product ManagementProduct StrategyProduct DeliveryProduct DesignTechnical LeadershipProduct Development

Other Skills

Project ManagementSoftware Product ManagementWireframingProduct Road MappingProduct VisionProduct RequirementsProduct LaunchAIHealthcareTeam ManagementCommunicationBusiness StrategySolutions EngineeringCompetitive AnalysisStakeholder Management

About

Experience

6 yrs 3 mos

Total Experience

1 yr 8 mos

Average Tenure

1 yr 1 mo

Current Experience

Innovaccer

Product Manager

May 2025 – Present · 1 yr 1 mo · Noida, Uttar Pradesh, India · On-site

Building AI powered Pre-Visit Summary for Providers.
Led the end-to-end product lifecycle of an AI-powered clinical tool that auto-generates patient summaries before appointments, reducing provider prep time and cognitive load.
Designed and shipped a multi-workflow AI summarization engine (scheduled, walk-in, and bulk) drawing on 18 months of patient EHR data across vitals, medications, labs, notes, and SDOH
Drove model selection and evaluation across LLMs (GPT-4o, Claude Sonnet,Haiku), optimizing for accuracy, latency, and cost per clinical use case
Integrated the product into the InNote clinical workflow, enabling seamless point-of-care use
Delivered the National Network FHIR integration within PVS, improving the patient coverage.
Ran a pilot program from problem definition to outcome measurement, achieving intended pilot goals

Project ManagementSoftware Product ManagementWireframingProduct DesignProduct DevelopmentProduct Road Mapping+5

Microsoft

2 roles

Product Manager

Jun 2023 – Apr 2025 · 1 yr 10 mos · Hyderabad, Telangana, India · Hybrid

Bing Shopping Team
1. Enhancing Product Features and User Experience
Led the development and refinement of key product features to enhance user experience.
Focused on data-driven improvements, utilizing user feedback and metrics for decision-making.
Successfully implemented changes resulting in increased user engagement and satisfaction.
2. Quality Assurance and Process Optimization
Streamlined quality assurance processes, ensuring high product standards.
Innovated testing methodologies to identify and resolve issues efficiently.
Fostered a culture of continuous improvement, significantly reducing post-launch bugs.
3. Customer-Centric Approach in Product Development
Emphasized user research to guide feature development and enhancements.
Organized feedback sessions to gather real-time insights from users.
Integrated customer feedback into product design, improving overall usability and appeal.
4. Cross-Functional Team Collaboration
Facilitated collaboration between multiple teams to drive cohesive product strategies.
Played a key role in integrating products and services for a unified user experience.
Enhanced team synergy, leading to more innovative and effective product solutions.
5. Professional Growth and Team Leadership
Committed to continuous learning and applying new insights to product management.
Led projects from concept to launch, demonstrating strong leadership and project management skills.
Actively contributed to team knowledge sharing, enhancing overall team expertise.
Manager's Endorsement: Recognized for quickly adapting to the product management role, contributing significantly to product improvements, and driving team collaboration.

Product DeliveryTeam ManagementCommunicationTechnical LeadershipBusiness StrategySolutions Engineering+16

Product Manager Intern

Apr 2022 – Jun 2022 · 2 mos · Hyderabad, Telangana, India

Building the next-gen conversational AI

Product DeliveryProduct DesignProduct StrategyProduct DevelopmentProduct RequirementsProject Management+4

Accenture

Application Developer

Jun 2018 – May 2021 · 2 yrs 11 mos · Bangalore

Developed Spring Boot microservices to act as a backend for an amusement park and resort booking system. Worked extensively in Java using the best industry practices. Employed crisp unit tests in an agile environment and pushed code regularly in the CICD pipeline. Used Git, Github, SonarQube, Veracode, AWS S3, EC2, ECR, Lambda, Docker, Jenkins, Kubernetes etc.

Product DeliveryCommunicationTechnical LeadershipProduct RequirementsProblem SolvingProduct Development

Bennett technologies private limited

Content Writer

Mar 2018 – May 2018 · 2 mos · Bengaluru, Karnataka, India

My responsibility was to research and write plagiarism free content for various topics. I wrote over 55 articles in the whole span of my internship.

Internshala

Campus Ambassador

Mar 2017 – Aug 2017 · 5 mos · Bengaluru Area, India

Internshala Student Partner in JSS Academy of Technical Education,
Bangalore. My job was to promote new products and internships from Internshala in my college campus.