Nehil Srivastava

Product Manager

Bengaluru, Karnataka, India14 yrs 5 mos experience

AI ML PractitionerAI Enabled

Key Highlights

Expert in AI product development and responsible AI adoption.
Proven track record in leading cross-functional teams.
Specializes in data-driven product strategy and user experience.

Stackforce AI infers this person is a SaaS Product Manager with a focus on AI-driven solutions.

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Skills

Core Skills

Product StrategyGenerative AiUser Experience (ux)

Other Skills

Retrieval-Augmented Generation (RAG)Natural Language Processing (NLP)Responsible AIProduct Lifecycle ManagementAgile MethodologiesData-Driven InsightsBacklog ManagementNew Product IdeasAgentic AIProduct-led GrowthCustomer SuccessScrumTechnical Product ManagementWalkthroughsSprint Planning

About

Product Manager with 13+ years of experience building and scaling SaaS and AI-driven products that improve customer experience, engagement, and retention at enterprise scale. I specialize in translating complex technologies and data insights into intuitive, high-impact product experiences. My work spans Generative AI, LLM-powered applications, customer intelligence platforms, and data-driven SaaS solutions used by global enterprise brands including Amazon, Grab, P&G, Disney, and TikTok. Throughout my career, I’ve led cross-functional teams across product, engineering, design, and data science to deliver products from 0→1 through scale. I focus on aligning product strategy with measurable business outcomes—driving adoption, improving operational efficiency, and creating customer experiences that move real metrics. My approach combines strategic thinking with deep execution. From defining product vision and roadmap strategy to go-to-market execution and experimentation, I use data and customer insights to make informed decisions and prioritize what delivers the greatest user and business impact. I’m particularly passionate about AI product development and responsible AI adoption—building intelligent systems that are not only technically capable, but also trustworthy, scalable, and user-centric. I thrive in fast-moving environments where innovation, customer obsession, and continuous learning drive product excellence.

Experience

14 yrs 5 mos

Total Experience

3 yrs 2 mos

Average Tenure

1 yr 7 mos

Current Experience

7 con inc.

Product Manager

Nov 2024 – Present · 1 yr 7 mos

Introduced LLM-powered automation into editorial workflows, spanning auto-classification, semantic content tagging, and format conversion significantly reducing manual processing effort. Defined inference latency SLAs and cost-per-call budgets to keep AI costs aligned with product margins.
Designed an AI content quality pipeline featuring automated hallucination detection through source-grounding checks, with confidence-scored outputs routing low-certainty predictions to human review. Applied responsible AI practices including bias audits on classification outputs and output guardrails for brand and editorial safety.
Established an RLHF feedback loop where editorial reviewer corrections and quality flags were captured as preference signals, used to periodically fine-tune classification and tagging models progressively improving output reliability and reducing human review volume over time.
Accelerated release cadence through OKR-based sprint planning and tighter cross-functional alignment across engineering, design, and operations improving sprint predictability and reducing scope churn.

Retrieval-Augmented Generation (RAG)Natural Language Processing (NLP)Generative AIResponsible AIProduct StrategyProduct Lifecycle Management+2

Entropik tech

Product Manager

Mar 2020 – Oct 2024 · 4 yrs 7 mos

Led cross-functional teams of designers, engineers, data scientists, sales, and customer success to build and scale AdTech and UX Research products.
Conducted user research and translated insights into wireframes and UX flows; collaborated closely with design to deliver intuitive user experiences.
Defined product strategy and roadmaps informed by data, market trends, and customer feedback in a fast-paced, iterative environment.
Executed go-to-market plans in partnership with marketing and sales teams, ensuring strong product-market fit and adoption.
Owned product lifecycle from 0-1, including UAT testing, feature launches, and performance tracking using agile methodologies.
Partnered with internal and external stakeholders to shape consumer-centric solutions and develop user personas and journey maps.
Acted as a product evangelist, onboarding new team members and enabling cross-functional alignment across global teams.

Product StrategyUser Experience (UX)Agile MethodologiesData-Driven InsightsBacklog ManagementNew Product Ideas

Wonder (askwonder.com)

Product & Market Research Consultant

Jan 2018 – Jan 2020 · 2 yrs

Secondary research for consultancy projects of the company related to different sectors, for market entry and product development assistance across the world.
Recommend the appropriate methodologies and analysis on data collected, work with fieldwork partners to manage data quality, deliver the data and work with analysts to interpret the data.
Perform gap analysis and recommend solutions.
Client Strategic deep dives and analysis covering company/product snapshot, industry overview, SWOT analysis, financial performance & analysis, peer comparison, demographic and psychological analysis of the consumer.
Analyzing market size, market share, trend analysis, calculating the total available market (TAM) size for different sectors.
Ensuring and taking ownership of timely and high-quality deliverable's for clients

Marsack group

2 roles

Marketing Operations Manager

Jul 2015 – Jan 2018 · 2 yrs 6 mos

Managed client business profiles for accurate reporting, drafting 20+ requirements for functional and technical alignment.
Conducted 50+ client/stakeholder meetings to gather requirements and design solutions.
Analyzed top 5 industries through primary and secondary research, producing detailed reports for decision-making.

Senior Market Research Analyst

Mar 2013 – Jul 2015 · 2 yrs 4 mos

Identified 20+ marketing opportunities by defining market share and forecasting business.
Developed 10+ proposals for research including content such as: Business objective, Research Objective, Methodology, Respondent Criteria, Key Question Areas, Timing and Costs.
Produced 12+ marketing communications and sales promotions, aligning with product strategies to drive sales objectives.

Ibm

Market Research Analyst

Sep 2011 – Feb 2013 · 1 yr 5 mos · Bengaluru Area, India

Insightful experience in areas of Market Research and Financial Analysis for ISA. Also hands on experience in creating data models, project plan, study approach. Analyzing customer insights data from both internal and external sources and providing intelligent insight, RCA, possible issues and solutions for the same.
Specialties: Market Analysis – Market size, Market trends, Market Growth rate, Market Penetration, Cost & Profits, Distribution Channels and Competitive Landscape.Qualitative & Quantitative Research, Primary & Secondary research, Data Analysis & Presentation,Emerging market insights.
Financial Modeling for cost analysis, company valuation and competitive landscape of IT & ITeS companies