Priyesha Kapadia

Data Scientist

Thane, Maharashtra, India4 yrs 9 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Achieved 50-70% efficiency gains with AI agents.
Filed a patent for innovative AI-based solutions.
Optimized MarTech ecosystems, reducing tools significantly.

Stackforce AI infers this person is a MarTech and AI solutions expert with a strong focus on product development and business strategy.

Contact

Skills

Core Skills

Artificial Intelligence (ai)Product ManagementProduct DevelopmentProcess AutomationConsultingBusiness Strategy

Other Skills

AI AgentsAI AutomationAI InnovationASP.NETAmazon Web Services (AWS)Analytical SkillsAnalyticsArtificial Intelligence for BusinessBRDBusiness AnalyticsBusiness InsightsCCascading Style Sheets (CSS)ClassificationClient Services

About

I help enterprises and Fortune 500 companies unlock measurable value through AI-powered products and data-driven strategy. With 4.5 years of experience in bridging gaps across product innovation, technical execution, and cross-functional stakeholder management at HARMAN and Wipro, I specialize in transforming complex challenges into scalable solutions that drive efficiency and business growth across industries investing in digital transformation. My work sits at the intersection of AI strategy, product development, and business transformation. I've developed AI agents that delivered 50-70% efficiency gains and filed a patent for AI-based innovation Beyond building, I've optimized MarTech ecosystems across global teams, conducted competitive intelligence and market research to inform product roadmaps, and performed financial analyses that shaped executive decision-making. I thrive in orchestrating cross-functional collaboration—aligning business stakeholders, development teams, and implementation partners around a unified product vision. My approach combines technical depth with strategic thinking: I don't just analyze data, I translate it into actionable insights that inform product strategy, improve customer experience, and drive measurable outcomes. Whether it's designing intelligent systems, streamlining technology stacks, or performing customer segmentation to unlock new market opportunities, I focus on building products that scale and deliver real business value.

Experience

4 yrs 9 mos

Total Experience

2 yrs 6 mos

Average Tenure

2 yrs 2 mos

Current Experience

Harman international

2 roles

Senior Data Scientist

Apr 2024 – Present · 2 yrs 2 mos · Bengaluru, Karnataka, India · Remote

Strategic Involvement
Engaged in defining and pricing Generative AI solutions, contributing to strategic decision-making and business value assessment by tracking expenses.
Performed Competitor analysis, break even analysis and Cost Volume Profit analysis.
Market research informing strategic product roadmaps
Efficiency & ROI frameworks adopted organization-wide
Patent-Protected AI Innovation
Contributing to HARMAN's competitive differentiation through intellectual property development. Researched and developed GraphRAG receiving the U.S. Patent grant, establishing exclusive advantage in graph-based RAG now deployed across multiple solutions.
Consulting
Defined ONE HARMAN MarTech stack for B2B and B2C to replace disparate MarTech stacks across BU and regions with focus on impactful omnichannel experience and automation.
Rationalized ~250 MarTech ecosystem tools to ~100. Reduced core MarTech tools from 42 to 13.
Proposed MarTech governance best practices.
Identified 34 people functional capabilities for enabling the ONE HARMAN MarTech stack.
Gap analysis and recommended change management.
Enterprise AI Automation
Building comprehensive AI agent ecosystem solving diverse business challenges:
Code Intelligence & Analysis
Business Rule Extraction: 96-98% time reduction (27-34 hours → 45 minutes), 689% ROI
Designed proprietary graph structure combining ASTs with graph algorithms—now team foundation
Requirements Automation: 51% efficiency gain, 706% ROI through multi-agent collaboration
DevOps & Quality Automation
Developed AI agents using LangGraph and HARMAN Agentic Framework for CI/CD pipeline automation
GitHub-integrated agents for automated issue detection, reporting, and resolution
Unit testing agents enhancing software reliability and development velocity
Web navigation agents handling complex tasks: form submissions, data extraction, content interaction

Generative AIMarket ResearchAI AgentsCost Volume Profit AnalysisMarTech OptimizationArtificial Intelligence (AI)+1

Summer Intern

Mar 2023 – Aug 2023 · 5 mos · Remote

Developed GenAI chatbot for legal use cases, facilitating efficient case and section research for lawyers, and reducing workload.
Employed graph technology to address challenges such as hallucination and context-switching, ensuring more accurate and contextually relevant responses from the chatbot.
Conducted in-depth research on graph & embedding algorithms to optimize the chatbot's performance in generating information.

GenAI Chatbot DevelopmentGraph AlgorithmsLegal ResearchArtificial Intelligence (AI)Product Development

Wipro limited

Associate Consultant

Nov 2019 – Jun 2022 · 2 yrs 7 mos · Bengaluru, Karnataka, India

Actively aid the consulting team in different phases of the project including problem definition, effort estimation, diagnosis, solution generation and
design and deployment. Finally, documenting the details of all the enhancements made to the application and develop the knowledge base.
Configuring solution requirements on the products; understand if any issues, diagnose the root-cause of such issues, seek clarifications, and then
identify and shortlist solution alternatives to keep the application up and running 24 X 7 as it was a call center application demanding high
availability.
Assess the current processes, identify improvement areas (Code optimization, automation use cases) and suggest the technology solutions.
Mentored 3 team members with understanding customer requirements, coordination with product & senior Management to ensure customer success.
Recognized by the Wipro clients for efficient solutions and appointed as single point of contact (SPOC) for my team.

Solution ConfigurationProcess ImprovementCustomer CoordinationConsultingBusiness Strategy