Aditya Gupta

Product Manager

Mumbai, Maharashtra, India13 yrs 1 mo experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Expert in architecting AI products for production environments.
  • Specialized in catalog intelligence and semantic search solutions.
  • Proven track record in leading cross-functional teams.
Stackforce AI infers this person is a SaaS expert with a strong focus on AI-driven product management and data infrastructure.

Contact

Skills

Core Skills

Product ManagementCatalog IntelligenceData StrategyProduct StrategyDigital Transformation

Other Skills

Customer ExperienceLarge Language Models (LLM)Semantic SearchPeople AnalyticsGenerative AI (GenAI)Platform Product ManagementStrategic Product Roadmapping & VisionPlatform as a Service (PAAS)UI/UXGenerative AI ToolsCross-functional Team LeadershipBig DataAgile MethodologiesAI Product developmentProduct Strategy & Roadmaps

About

I build AI products that work - not just in demos, but in production. For the past 16 years, I have specialized in the "invisible" layer of intelligence: the catalog systems, taxonomy structures, and knowledge graphs that make search relevant and discovery magical at scale. My work bridges the gap between raw data infrastructure and high-ROI user experiences. What I bring to the table: GenAI & Agentic Workflows: Architecting LLM pipelines for automated content enrichment and building "LLM-as-a-Judge" frameworks that reduce manual QA by up to 95%. Search & Discovery Transformation: Moving platforms from basic keyword matching to hybrid vector/semantic search architecture across millions of entries. Catalog Intelligence: Scaling entity resolution and intent classification systems to normalize complex product taxonomies. Self-Serve Data Platforms: Designing natural language querying (NLQ) tools that empower non-technical teams to "talk to their data" independently. I help growth-stage startups and enterprises move from AI experimentation to production-grade products. Whether you need a strategic roadmap for your data infrastructure or a deep dive into your search and discovery logic, I am open to discussing how I can help your team. Connect with me here or reach out at aditya.g12@fms.edu.

Experience

13 yrs 1 mo
Total Experience
2 yrs 2 mos
Average Tenure
4 yrs 9 mos
Current Experience

Bold

Director of Product Management - AI Platform

Aug 2021Present · 4 yrs 9 mos · Remote

  • Led product strategy for AI-powered catalog intelligence, semantic search, and GenAI enrichment platform serving millions of users globally
  • Built entity resolution engine across product taxonomies; architected transition to hybrid/vector search for semantic retrieval at scale
  • Shipped GenAI pipelines for automated content extraction and catalog enrichment
  • Built LLM-as-a-Judge QA evaluation framework, significantly reducing manual QA effort and accelerating AI release cycles
  • Explainable AI layer for algorithmic transparency
  • Built in-house analytics platform with NLQ and self-serve reporting
Customer ExperienceLarge Language Models (LLM)Product ManagementData StrategySemantic SearchCatalog intelligence+8

Aditya birla management corporation pvt ltd

Deputy General Manager - Product Management

Nov 2019Aug 2021 · 1 yr 9 mos · Mumbai

  • Owned product strategy for CAP - ABG's enterprise cloud analytics platform on Azure, serving 8+ business verticals and 10,000+ users
  • Led cloud migration from on-prem data warehouse to Azure, integrating AI/ML pipelines for predictive workforce analytics
  • Delivered cost reduction through cloud platform migration; productivity gain through real-time dashboard adoption
  • Deployed Azure ML models for attrition and stagnation prediction - resulting in reduction of top-talent attrition
Product ManagementData StrategySemantic SearchCatalog intelligencePeople AnalyticsBig Data+6

Ntt

Client Analytics

Jun 2019Aug 2019 · 2 mos · Singapore

  • Internship
Data StrategyCatalog intelligenceAgile MethodologiesUI/UX

Pwc

Management Consultant

May 2016May 2018 · 2 yrs · Gurugram, Haryana, India

  • Provided Go-To-Market strategy and Supply Chain Optimization through analytical models for a Fortune 500 Company, resulting in annual savings of ~$10 million.
  • Developed & delivered 5- and 10-year digital transformation corporate strategy plans to meet 2X revenue targets through analytical models, competitive intelligence & industry benchmarking.
  • Conducted Market Demand Assessment for a Fortune 500 company.
  • Delivered a 5-year growth strategy through forecasting and supply chain optimization to gain 33% market share for an Sri Lankan client.
Customer ExperienceCatalog intelligenceStrategic Product Roadmapping & VisionArtificial Intelligence (AI)Product Strategy & RoadmapsDigital Transformation+1

Sbi capital markets ltd

Investment Banking Associate

Jul 2014May 2016 · 1 yr 10 mos · New Delhi

  • Execution and delivery responsibility for the project from business assessment to transaction structuring
  • Preparation of investment related documents including Teaser, Information Memorandum and structuring the transaction to financial closure
  • Development of integrated financial models (incl. P&L, Cash flow and Balance sheet)
  • Financial analysis, Valuation (DCF, Relative valuation etc.) & Sensitivity Analysis

Prescient capital advisors pvt ltd

Investment Banking Associate

Oct 2012Nov 2013 · 1 yr 1 mo · Gurugram, Haryana, India

  • Initiation of discussion with potential investors and presentation of the investment opportunity from sell side / buy side
  • Assistance in raising requisite funds, in the form of equity, quasi-equity or such other convertible instruments
  • Assistance in preparation of Information Memorandum, Financial Model and structuring the transaction to financial closure
  • Assistance in negotiation of Term Sheet and Shareholder Agreement

Mentor graphics

Senior Member Technical Staff

Jul 2007Feb 2009 · 1 yr 7 mos · Noida, Uttar Pradesh, India

  • Software Development for the Key Products at Mentor Graphics (HDLLINK, Veloce).
  • Key Role & Responsibilities :
  • Design and Implementation of Algorithms for Optimization of Product Design, Enhancement of Product Efficiency and Memory Optimization
  • Enhancement of User experience through Graphical User Interface(GUI)
  • Product development as well as design of test cases for robust software build. Responsbile for implmenting new features in the Product and its Roll Out to the end Customers
Data Strategy

Education

National University of Singapore

Master of Science - MSc — Business Analytics

Jan 2018Jan 2019

Faculty of Management Studies - University of Delhi

Master of Business Administration (MBA) — Finance

Jan 2010Jan 2012

Indian Institute of Technology (Banaras Hindu University), Varanasi

Jan 2003Jan 2007

Indian Institute of Technology, BHU

B Tech — Electronics engineering

Jan 2003Jan 2007

St. Johns

Stackforce found 100+ more professionals with Product Management & Catalog Intelligence

Explore similar profiles based on matching skills and experience