Available for Remote Senior PM Roles

Driving Business Impact with Innovative AI & B2B Products

Senior Product Manager | 0-1 Specialist | Tech-Native Thinker

With more than 4 years of experience building AI-powered B2B SaaS, mobile apps, and analytics-driven platforms. With experience across workforce tech, fintech, cloud tech, social impact, and enterprise data systems, I bring a rare mix of GenAI expertise, rapid prototyping ability, technical depth, and user empathy.

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350K+ Users Scaled
2X Adoption Rate
6+ Products Managed
Ravinder Kumar

About Me

Combining Engineering Foundations with Business Strategy

I am a Senior Product Manager who thrives at the intersection of business logic, high-performance data engineering, and cutting-edge Generative AI. With an educational background of a B.E. in Computer Engineering from Delhi College of Engineering (DCE/DTU) and an MBA from IIM Rohtak, I bring deep technical intuition together with strong commercial strategy.

My product philosophy centers on outcomes rather than features. Throughout my career, I've successfully scaled voice-based AI platforms, launched fintech micro-loans, built data lakes with real-time Looker/Tableau insights, and led engineering/design squads of up to 12 members using outcome-driven Agile frameworks.

I'm heavily immersed in the Agentic AI space, actively designing prompt evaluation systems, RAG workflows, and testing local LLM orchestration to build practical solutions for modern enterprise workflows.

Product Leadership & Strategy

Product Strategy Go-To-Market (GTM) Product-Led-Growth OKRs & Metrics Tree Roadmapping Product Lifecycle

Product Execution & Dev

Agile & Sprint Planning PRDs & Specs Workflow Automation API Integration Jira & Confluence GitHub & Database basics

AI & Prompt Engineering

Agentic AI Workflows RAG Pipelines LLM Prompting & Tuning Figma Wireframing Vibe-coding Usability Testing

Data & Analytics

Looker Studio Tableau & PowerBI Mixpanel & GA SQL Database Querying Data Ingestion Pipelines

My Journey

A track record of driving impact and continuous growth

Aug 2022 - Jan 2025
New Delhi, India

Product Manager - 2 (Lead)

Good Business Lab Org
  • Led AI-driven enhancements for Inache, implementing multilingual voice transcription using Gemini-based workflows, boosting transcription accuracy by ~30%.
  • Transformed Inache from a legacy system to a scalable B2B feedback cloud serving 350K+ workers; achieved 2x worker adoption within the first quarter post-optimization.
  • Conceptualized and launched Flexi-Salary Advance (FSA) from scratch (0 to 1 in under 6 months), integrating payout APIs (Razorpay/Cashfree) and securing a 30% monthly transaction rate.
  • Led cross-functional teams of 8-12 engineers, designers, and QAs. Boosted developer velocity by 50-60% by implementing agile processes.
Nov 2021 - Apr 2022
Remote

Associate Product Manager

Provana
  • Owned core compliance and automation features for a B2B SaaS platform managing US debt collection workflows.
  • Improved data reconciliation scripts, enhancing data sync accuracy by ~50% and transfer efficiency by ~80%.
  • Collaborated directly with engineering leads to write detailed API specifications, user stories, and technical schemas.
Apr 2020 - Oct 2021
Noida, India

Product Manager

Prismberry Technologies
  • Owned the 0-1 development of an enterprise investment monitoring platform tracking Bonds, NCDs, ETFs, Mutual Funds, and FDs.
  • Designed automated ETL pipelines to scrape security pricing, reducing daily manual reconciliation hours by 5x.
  • Led data modernization efforts processing 1M+ daily financial data points, reducing analytical queries response time by 90%.
  • Created end-to-end GTM material for a cloud cluster monitoring product, generating 200+ marketing leads in two weeks.
Dec 2019 - Mar 2020
Noida, India

Business Development Manager

Prismberry Technologies
  • Designed corporate partnership outreach campaigns and helped complete compliance pipelines to achieve Google Cloud Partner status.
2017 - 2019
Rohtak, India

Master of Business Administration (MBA)

Indian Institute of Management Rohtak
  • Majors in Management Information Systems (MIS) & Marketing (Dual Specialization).
  • Minor in Corporate Strategy & Consulting.
  • Led student committees and analyzed digital business monetization strategies.
2008 - 2012
New Delhi, India

Bachelor of Engineering (B.E.)

Delhi College of Engineering (DCE / DTU)
  • Major in Computer Engineering.
  • Solid foundation in Algorithms, Object-Oriented System Design, Database Management, and Network Security.
  • Created early software projects and developed tech-native engineering mindset.

Product Portfolio

Explore professional case studies, personal AI apps, and active work samples

Professional Case Studies

350k+ users

Inache: Worker Voice Cloud

An anonymized worker communication platform allowing blue-collar workers to submit complaints via IVR calls/SMS, handled via an intelligent ticketing dashboard.

Agentic AI Looker Studio 0-to-1
30% Txn Rate
Internal App

Flexi-Salary Advance

A B2B2C earned wage advance app for low-income and gig workers. Built from 0 to 1 in 3 months and integrated secure secondary logins via QR code.

Fintech API Integration Razorpay
8k+ Screenings

AI Job Search Research

An academic-backed job discovery research platform mapping matching algorithms and UI/UX preferences for North American bottom-line workers.

Refactoring Monster API Auth0
3-Month Revamp

Pratibha (STITCH) LMS

A mobile skill mapping app and localized learning management system designed to assess and elevate frontline factory workers into supervisors.

LMS Multilingual TTS Vendor Management
5x Time Saved
Govt Entity

Enterprise Investment Monitor

Consolidated investment tracking solution built for a governmental finance committee to monitor NCDs, Bonds, ETFs, and bank deposits.

ETL Scrapers Portfolio Analytics SQL Server
90% Query Boost
Enterprise Lake

Data Modernization (Microtek)

Centralized manufacturing and sales data pipelines from localized clusters into Google BigQuery, feeding real-time corporate Tableau dashboards.

BigQuery Tableau BI Data Governance

Personal AI Experiments

Open Source

Feedback Flow

An automated, AI-powered system designed to ingest bulk customer emails and feedback transcripts, analyze sentiment, categorize intent, and route high-priority tickets to target slack channels.

Node.js Gemini API Slack Webhooks
Live Platform

AI JS Platform

An intelligent, serverless JS screening portal. It uses structured LLM interview prompts to conduct live coding evaluation, auto-grade submitted code, and generate performance reports.

React.js Serverless Fns AI Evaluation
Explore Interactive CMS Portfolio

How I Work

My operating principles for remote product excellence

Async & Document-First

I write clear, detail-oriented PRDs, decision logs, and system designs that stand alone. I rely on tools like Linear, Notion, and Loom to align cross-functional teams across different timezones, minimizing meetings and maximizing deep work.

Agentic AI Thinking

I treat AI not as a buzzword but as a structural architecture. I focus on model evaluations, prompt boundaries, RAG configurations, semantic routing, and building fallback workflows to deliver resilient, production-ready AI services.

Metrics-Driven Priority

I build hierarchical metrics trees linking feature-level analytics to business north-star outcomes. I prioritize backlogs based on empirical user friction, user research insights, and ROI calculations (e.g. RICE frameworks).

Remote Availability

Based in New Delhi, India (IST). I explicitly structure my day to provide a reliable 3-4 hour overlap window with US/EU team members (e.g. 6-10 PM IST / 5:30-9:30 AM PST), facilitating swift syncs and structured async transitions.

Get In Touch

Have a question or looking to build together? Drop a message!

I am actively exploring Senior Product Manager opportunities in B2B SaaS, Fintech, and AI-native startups. Let's discuss how we can build together.

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