Nadeem Bagban

Systems Thinker · Product Builder · AI Strategist

I take AI from
strategy to delivery —
and keep it governed
along the way.

I build AI platforms, lead enterprise delivery programs, and help organisations close the gap between what AI promises and what it actually ships — safely, on time, within cost.

74+Deployments
90%On-time
10+Years
60%Efficiency
<20%AI cost
40%Cost cut
150+Proposals
65%Adoption
AIGovernance
74Production deployments
90%On-time delivery
60%Efficiency improvement
40%API cost reduction
<20%AI cost of revenue
150+Proposals evaluated
10+Years in tech
30→65%Adoption growth
Perspective

Pattern
recognition
over time.

Twelve years across publishing intelligence, EdTech platforms, and AI-native SaaS. The common thread: taking complex technology initiatives from ambiguous brief to working product — on time, within cost, with governance built in from the start.

At SkillUp Exchange I owned AuthPlat end-to-end. Not as a PM handing off to engineers — as the person who conceived it, drove 74 production deployments, designed the AI governance stack, and kept AI spend under 20% of revenue while growing adoption from 30% to 65%. Before that, at Packt, I evaluated 150+ technical book proposals: early calls on LLVM, cloud-native, and ML tooling that held up commercially for years.

I hold a Snowflake SnowPro Associate certification, three Northstar badges, and a CSPO. I completed Stanford's Machine Learning Specialization and Duke's AI Product Management Specialization courses on Coursera. I also took a shot at the UPSC Civil Services Examination and qualified for Mains. All of it signals the same thing: I absorb new domains fast and perform under pressure.

The roles that interest me sit at the intersection of AI delivery, enterprise governance, and regulated operations. If that's the problem you're trying to solve — let's talk.

Coursera · StanfordMachine Learning Specialization
Coursera · DukeAI Product Management
Scrum AllianceCertified Scrum Product Owner
SnowflakeSnowPro Associate · Platform
Snowflake NorthstarData Ingestion · Snowpipe · Cortex
UPSC Civil ServicesMains Qualified · Top 0.5%
Domains

Six lenses.
One mind.

The domains I think across — and the questions I bring to each.

01

Artificial Intelligence

Where is AI genuinely creating value — and where is it creating the appearance of value? How do you govern AI in regulated environments, where a hallucination isn't a UX problem, it's a compliance one?

02

Product Strategy

How do you build for a market that doesn't yet know what it wants? What separates platforms that compound from products that plateau?

03

Technology Economics

Who captures value in a technology shift — and who gets displaced? How do switching costs, network effects, and data moats play out in practice?

04

Platform Design

When does a product earn the right to become a platform? What architectural decisions made early determine whether ecosystems emerge or collapse?

05

Governance & Policy

How do regulatory environments shape technology adoption? What happens when AI capabilities outrun the institutional frameworks designed to govern them?

06

Human Systems

How do organisations change — or resist change — when new tools arrive? Why do rational people make systematically irrational technology decisions?

Experience

A decade of systems.
One through-line.

Publishing intelligence, platform operations, and AI delivery — the same instinct at different scales.

2024 — 2025SkillUp Exchange
Head of Program Management

Conceived and owned AuthPlat end-to-end — a multi-tenant AI-assisted SaaS platform. Drove 74 production deployments across AI review engines, governance guardrails, billing systems, and document workflows. Applied input/output/cost controls that kept AI spend under 20% of revenue.

0→1 BuildAI GovernanceNext.js + Supabase
2021 — 2024Prepdiary
Product Manager

Designed taxonomy and metadata architecture feeding an AI-assisted adaptive learning engine. Translated system requirements into structured inputs for personalisation and quiz-gating workflows. Grew platform adoption from 30% to 65%.

AI PlatformSystem DesignMarket Intelligence
2016 — 2020GS Mentors
Program Manager

Managed migration of academic operations to cloud-based LMS infrastructure for 1,000+ learners. Owned platform coordination, delivery systems, and operational scaling across 4 years.

Platform OpsLMS MigrationDigital Transformation
2013 — 2015Packt Publishing
Technical → Commissioning → Acquisition Editor

Evaluated and acquired 150+ technical books across AI, ML, cloud, and data domains. Mapped emerging technology signals to market demand — including LLVM Essentials, a category leader in print for years.

Tech IntelligenceGlobal MarketsThought Leadership
Thinking

Questions worth
sitting with.

Four essays in progress.

001
AI × Economics

The Automation Paradox: Why AI Makes Mediocre Organisations More Mediocre

002
Product Strategy

What Market Research Gets Wrong — And What Commissioning 50 Books Taught Me Instead

003
AI × Governance

The Governance Gap: Why Most AI Products Will Fail Regulatory Scrutiny in the Next Five Years

004
Technology

Vibe Coding to Production: An Honest Account of Building Software Without Being an Engineer

Contact

Let's think through
something together.

Open to AI Program Manager, Technical Program Manager, and senior Product roles — particularly in financial services, enterprise AI, and regulated platform environments across India, UAE, and KSA. Also available for advisory engagements and fractional PM work.

StatusAvailable
Open ToAI PM · TPM · Program Lead
LocationsMumbai · UAE · KSA · Remote
NoticeImmediate

— CV Access Request

I review every request personally. Tell me who you are and I'll respond within 24 hours.