What I Do

AI Product & Program Manager

I build 0-to-1 products and lead cross-functional programs across GenAI data operations, product strategy, go-to-market, and digital strategy. My work pairs discovery, roadmapping, and experimentation with fintech and data-driven execution that moves revenue.

FigmaSQLAmplitudeTableauJiraFirebase

Core capabilities in product, program, and AI

Product Management

0 → 1 products people actually use

Discovery, roadmaps, and data-driven iteration that turns fuzzy problems into shippable, measurable products.

Discovery phaseLaunchSynthesis
DiscoveryRoadmapsA/B testingAnalytics
Program / Project Mgmt

Cross-functional delivery

Aligning design, engineering, and business around one plan: on scope, on time.

AgileStakeholdersDelivery
Digital Strategy

Strategy that moves revenue

GTM, ROI modeling, and market sizing that connect vision to measurable growth.

GTMROI modelsMarket sizing
AI Automation

AI workflows that run themselves

n8n pipelines and LLM orchestration that automate the busywork, like my daily job-search engine.

n8nLLM orchestrationPrompt design

Product and go-to-market case studies

Career Snapshot

Career snapshot: GenAI data operations and product strategy

I turn ambiguous problems into shipped products. Over the past five years I have led GenAI data operations, owned product strategy end to end, and coordinated cross-functional delivery across the United States, the European Union. I am energized by work that pairs technical depth with clear commercial outcomes, and I am open to AI, digital, and product roles across the US and Europe.

AI & Data Operations

  • GenAI data pipelines
  • LLM quality & safety alignment
  • Multimodal annotation
  • Human-in-the-loop QA

Product Management

  • 0-to-1 discovery & PRDs
  • Roadmapping & prioritization
  • Experimentation & A/B testing
  • Go-to-market strategy

Program & Operations

  • Multi-site delivery
  • Process standardization
  • Executive reporting
  • Cross-functional alignment

Education

New York University logo

New York University

M.S. Technology Management

The Pennsylvania State University logo

The Pennsylvania State University

B.S. Information Science & Risk Analysis

University of Pune logo

University of Pune

Associate of Mechanical Engineering

Certifications & Recognition

  • Certified Scrum Product Owner (CSPO)
  • Certified Associate in Project Management (CAPM)
  • McKinsey Forward Fellow
  • Lean Six Sigma Foundations
  • Dean's List, NSA & Homeland Security Recognition
#AIProductManager#GenAI#LLMOps#MachineLearning#AIStrategy#AgenticAI#RAG#PromptEngineering#MLOps#ResponsibleAI#AIGovernance#ModelEvaluation#DataOperations#ProductStrategy#ProgramManagement#GoToMarket#DigitalStrategy#Fintech#Roadmapping#Experimentation#0to1Products#PlatformStrategy#GrowthStrategy#StakeholderManagement#DataDrivenDecisions
Experience History

Experience across fintech, GenAI, and digital strategy

Program Operations Manager (GenAI Data Delivery)

Centific

Moved 25 non-technical moderators across 5 U.S. sites onto AI-assisted workflows, cutting onboarding time 20%, and designed human-in-the-loop quality checks for LLM training data that cut mislabeled samples 15%. Made cost per accepted data point the program's main metric, cutting rework 32% and unit cost 21% while holding 96% precision across 2,500+ samples.

Product Manager

Klarmix

Scaled a 0-to-1 B2B SaaS analytics product to 20+ clients in year one, launching a unified dashboard scoped from 40+ customer interviews that doubled daily active usage and cut data-retrieval time 45%. Ran A/B tests on onboarding and activation that cut task abandonment 22%, and owned the roadmap, PRDs, and backlog with 3 engineers and a designer.

GTM Strategy Associate (Contract)

Citizens Commercial Bank

Identified a potential $10M+ revenue opportunity for a new account-to-account (A2A) payments product through market, competitor, and segment analysis. Built the ROI model and won approval to pilot by aligning technology, commercial, and compliance teams on one go-to-market plan.

Product Manager

Yabx

Raised on-time repayment ~11% in a consumer mobile lending app by shipping pre-due-date SMS reminders and one-tap repayment. Grew new applications 12% and repeat borrowing 8% with cohort-targeted launches, and cut loan-journey time ~10% through A/B tests across multiple markets.

McKinsey Forward Fellow

McKinsey & Company

Selected for McKinsey's invitation-only leadership accelerator focused on strategic thinking, structured problem-solving, and stakeholder communication. Applied executive frameworks to sharpen cross-functional decision-making and influence.

Vice President, Pro Bono Consulting & Finance

Tandon Consulting Club, NYU

Led 10+ pro-bono consulting engagements, delivering growth strategy, market-entry frameworks, and GTM models for early-stage startups. Directed cross-functional teams of five to seven and drove a 40% client growth rate.

Digital Product & Strategy Intern

The Times of India

Drove digital product and marketing strategy that boosted subscription rate and retention by 50%. Analyzed customer, pricing, and promotional data to inform a new business plan that increased sales by 40%.

Associate Project Manager

M.D Architects

Delivered $20M+ healthcare infrastructure projects through a phased project lifecycle. Scored vendors on compliance, cost, and delivery risk, and briefed non-technical stakeholders throughout.

My Résumé

A full look at my experience across product, program, and strategy.

Open to new roles — AI Product, GenAI Program & Data Ops, AI Enablement

Résumé of Mihir Manohar, Product Manager in New York with 6+ years building consumer and AI products, open to new roles. Experience across GenAI training-data operations, B2B SaaS analytics, consumer fintech lending, and A2A payments go-to-market. Skills: Product Strategy & Roadmapping | 0→1 Product Development | Product Discovery & User Research | A/B Testing & Experimentation | Onboarding, Activation & Retention | PRDs & User Stories | Agile/Scrum | North-Star Metrics & KPIs | AI Adoption & Enablement | Generative AI & LLM Products | Human-in-the-Loop Evaluation | Prompt Engineering | Responsible AI Guardrails | Go-to-Market | Amplitude, Mixpanel, SQL, Jira, Confluence, Figma | Claude, Gemini API, OpenAI API, n8n, Lovable | CSPO, CAPM. Education: MS Technology Management, New York University; BS Information Science and Risk Analysis, Pennsylvania State University; Associate of Mechanical Engineering, University of Pune.

Skills & certifications

Product Strategy & Roadmapping | 0→1 Product Development | Product Discovery & User Research | A/B Testing & Experimentation | Onboarding, Activation & Retention | PRDs & User Stories | Agile/Scrum | North-Star Metrics & KPIs | AI Adoption & Enablement | Generative AI & LLM Products | Human-in-the-Loop Evaluation | Prompt Engineering | Responsible AI Guardrails | Go-to-Market | Amplitude, Mixpanel, SQL, Jira, Confluence, Figma | Claude, Gemini API, OpenAI API, n8n, Lovable | CSPO, CAPM