Headline

Senior Product Manager | Platform, B2B, Agentic AI | GE Aerospace | Building Baithak Experience 0 to 1

About

I build AI products and write about the product decisions behind them. My work sits at the intersection of AI, platforms, and 0→1 product building. I spent four years in Product at GE Aerospace, working on enterprise platforms used by thousands of users. Today, I’m building The Baithak Experience, a consumer product I took from 0 to 1, and developing AI products and case studies that explore where AI genuinely improves a product. I’m particularly interested in the decisions that sit between an AI capability and a useful product: what should the first version do, what should it never do, how should quality be measured, and where do trust, economics, or operational constraints change the answer? That thinking shows up in my work. I’ve designed a GenAI product-placement MVP for Netflix, working through MVP scope, brand-safety and visual-quality checks, experimentation, and the economics behind the idea. I’ve explored how Google Maps could move from navigation to exploration, and how Spotify could rethink ad monetization around user intent rather than simply increasing ad frequency. Baithak is where the product thinking gets real. I’m building its booking and event app solo with AI-assisted development, while running pricing and supply experiments with a live customer base. I also built Application Copilot, a grounded GenAI tool with a quality bar and safeguards around irreversible actions. GE gave me the experience of shipping products where reliability, adoption, and cross-functional execution mattered. My work now is about bringing that discipline to AI and 0→1 products. I’m exploring Senior Product Manager and AI Product Manager roles across AI, enterprise platforms, and AI-native products.

Location

Bengaluru

AI stack

claude code

claude

codex

lovable

notion

obsidian

Work experience

Founder and Product Manager at The Baithak Experience, Dec 2025 - Present · 10 mo, India, Building a community dining experience from zero to one.

Senior Product Manager, AI and Data Platform at GE Aerospace, Aug 2024 - Jul 2026 · 2 yrs, Bengaluru, Karnataka, India, Roadmap owner for GE Aviation's AI and data platform serving airlines and MROs. Cut P1 resolution time 86% (315 to 44 hrs) by shipping a severity-aware AI triage and routing system with built-in evaluation and monitoring, recovering an estimated $4M+ in productivity. Grew platform engagement 25% in one quarter by owning the platform roadmap and OKRs across Engineering, Data Science, UX, and Ops. Improved long-term data quality through a higher-friction onboarding flow, validated by A/B test.

Product Manager, Platform (1Fleet) at GE Aerospace, Feb 2024 - Aug 2024 · 7 mos, Karnataka, India, Launched a 0 to 1 severity-tiered alerting platform for 5,000+ operators, cutting mean time to action from hours to minutes via reusable, versioned services with built-in observability. Made the mobile-first product call over a dashboard, weighing latency and usability for time-sensitive operator workflows. Recognized with GE's CEO "Deliver with Focus" award.

Sr Technical Product Manager at GE AEROPACE, Jun 2022 - Jul 2026 · 4 y 1 mo, Bangalore, 0 to 1 curated dining brand built from scratch. 200+ guests across 20 sold out events with zero paid spend, featured on Air India in flight content and LBB Mumbai. Shipping the booking and event management web app solo with AI assisted development, running pricing, segmentation, and host supply experiments to balance utilization with unit economics.

Global Digital Technology Leadership Program at GE Aerospace, Jun 2022 - Aug 2024 · 2 yrs 3 mos, Bengaluru, Karnataka, India

Digital Technology Leadership Program at GE, Apr 2021 - Jun 2021 · 3 mos

Summer Intern at Lion Re:Sources, A Publicis Groupe Company, May 2019 - Jul 2019 · 3 mos, Gurugram, Haryana, India

Education

Master of Business Administration - MBA, Indian Institute of Management Udaipur

Bachelor of Engineering, Instrumentation and control engineering, Netaji Subhas Institute of Technology

Public links

github: https://github.com/gurarpitkaur-collab

youtube.com: https://youtube.com/@gurarpitkaur

gurarpit.substack.com: https://gurarpit.substack.com/