Liner notes
Blog
Writing about the products I build, the decisions behind them, and what the data said afterwards.
{{ p.tag }}
{{ p.title }}
{{ p.excerpt }}
{{ p.date }} · {{ p.read }}
Loading posts…
No posts yet — the first one is on its way.
{{ post.tag }}
{{ post.title }}
{{ post.meta }}
{{ p.t }}
Product Manager
Umang Singh
AI Product · Technical PM · 0→1 Builder
1 Year PM Exp
2 products live
Gurugram, India
umang.uiux@gmail.com · +91 95483 46394
Popular
Top tracks, ranked by impact — not by volume
01
Blank Page → Live Platform
0→1
12 mo
02
Designing UX for AI Systems
Design for AI
6 mo
03
Research → Live in 14 Days
Ship
2 wks
04
Signal You Can Trust
Eval
14 wks
05
Uber
Reliability Over Feature Expansion
Prioritise
Aug 2026
06
100+ Sites, Requirements to Live
Volume
5 mo
Discography
Products & case studies — open one for the decisions inside
ALBUM · 2026
Letsrole.in
AI career platform · 6 tracks
ALBUM · 2025
Seekai.in
Geopolitical intelligence · 6 tracks
CASE STUDY · 2026
Uber
TEARDOWN
Reliability & Trust Infrastructure
Core failure loops · 9 tracks
Playlists
Skill sets, grouped the way I actually use them
AI / LLM Craft
9 tracks · prompt architecture → evals
Product Core
10 tracks · PRDs → sprint delivery
Analytics & Signal
10 tracks · funnels, cohorts, A/B
Technical Fluency
10 tracks · React, APIs, schemas, SSE
About the artist
Profile summary · how I work · booking
PM who has owned a product end-to-end — roadmap, PRDs, user research, sprint delivery, post-launch iteration. At Rylor I was the only PM: built the company's first platform from scratch, talked to users directly, turned feedback into backlog, and used funnel data to decide what to fix first.
I also bring real AI depth — worked as a UX Designer on the Design for AI team at Thrifty, dealing with LLM models, automation, AI evals and agentic systems, then built two live AI products solo. I know the gap between a model that demos well and one that survives production.
Booking
Open to Product Manager & AI PM roles
Credits
Degree
B.Tech · Computer Science & IT
KIET Group of Institutions, Delhi-NCR · 2024
Certification
Project Manager Essentials
iskima · Aug 2026 · 96%
Certification
Business Analysis & Process Management
Coursera · Oct 2024
{{ sel.kindShort }}
{{ sel.logoText }}
{{ sel.kindShort }}
{{ sel.mono }}
{{ sel.kind }}
{{ sel.title }}
{{ sel.meta }}
{{ sel.summary }}
{{ s.v }}
{{ s.k }}
Context & The Core Problem
{{ b.heading }}
{{ p.t }}
{{ sel.listTitle }}
{{ sel.listSub }} — click a track to jump there
#
{{ sel.colTitle }}
{{ sel.colMeta }}
{{ t.n }}
{{ t.title }}
{{ t.sub }}
{{ t.stage }}
Credits
{{ c }}
{{ sel.note }}