Senior Technical Product Manager - AI Products

Shahin Ghanizadeh

I lead technically complex products from an unclear problem to a working release.

I lead discovery, product direction, requirements, UX, technical delivery, QA, and launch. I ground decisions in user research, traceable requirements, decision logs, and measured outcomes; my engineering background keeps those decisions workable in practice.

Apex product dashboard
ApexLive, paid market-analysis product
Vibe discovery experience
VibePre-launch business-review platform

Selected work

Five case studies showing how I define product problems, make trade-offs, lead technical delivery, and measure what shipped.

All projects
01Live · Monetized

AI market intelligence · 2025-2026

Apex

Apex combines my market-analysis algorithms with an LLM that explains the results.

I turned several years of market research and TradingView experiments into Python algorithms, then used an LLM to explain their output in plain language. The product is live and paid.

Live + paidproduct taken from thesis to revenue
~95%lower LLM cost
4asset classes
View project
Apex public market dashboard
02Pre-launch · Built and being tested

Local business discovery and reviews · 2023-2026

Vibe

Tehran had plenty of opinions about local businesses and no dependable place to check them.

I shaped Vibe's roadmap, designed every customer and business flow, built the frontend from zero, and worked with the team on the trust and moderation systems needed before launch.

0→1product, UX, and frontend ownership
3 surfacescustomer, business, and admin operations
Trust-firstidentity, moderation, fairness, and AI quality
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Vibe accountable review discovery
03Live · Production platform

Multilingual real-estate platform · 2026

First Choice

I rebuilt First Choice as a multilingual property platform and an internal operating tool.

The live product covers property discovery, qualified enquiries, multilingual publishing, and private staff workflows.

~1,000/dayproperty records processed per city
3fully designed languages
53 → 95mobile Lighthouse performance
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First Choice Persian homepage
04Live · Publicly launched

Persian handwoven-carpet commerce · 2026

Hosseintalab

I took a multigenerational Tehran carpet business from an undefined online presence to a launched Persian storefront.

I led product strategy, catalog architecture, brand direction, Persian UX writing, interface design, frontend delivery, content standards, QA, and launch.

20live individual carpet records
13weaving origins represented
2 pathshome and antique buying journeys
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Launched Hosseintalab Persian storefront
05Internal · Used during shutdown

Business continuity messenger · 2026

MRM

When internet access disappeared, I built the tool my company needed to keep working.

MRM is a self-hosted company messenger I scoped, designed, built, and deployed during the shutdown. Around 40 people used it until normal access returned.

~40 peoplekept coordinating during the shutdown
Built in crisisscoped, implemented, and deployed under pressure
Self-hosteddesigned around restricted infrastructure
View project
When internet access disappeared, I built the tool my company needed to keep working.

How I work

What I own as a Technical Product Manager

The work changes by product, but my responsibility is consistent: create clarity, make the important calls, and keep delivery connected to the user and business outcome.

  1. 01

    Product direction

    Clarify the user problem, business value, constraints, and the outcome the product should create.

  2. 02

    Roadmap and priority

    Sequence bets, dependencies, and trade-offs so the team knows what matters now and what can wait.

  3. 03

    Requirements and UX

    Turn decisions into PRDs, user flows, interfaces, user stories, and acceptance criteria the team can act on.

  4. 04

    Technical delivery

    Work directly with design, frontend, backend, and QA on API contracts, dependencies, risks, and implementation choices.

  5. 05

    Release and learning

    Lead critical-path QA, defect triage, release readiness, and post-launch review against product evidence and KPIs.

Experience

Product leadership across AI, marketplaces, internal operations, and client delivery.

Full experience

Senior Technical Product Manager

UAE Proptech Venture

Leading discovery, a traceable PRD, architecture decisions, compliance constraints, KPI design, and a 5-epic, 58-ticket backlog for a voice-first AI lead-qualification platform.

AI Product Manager

Apex

Built and operated a live, monetized market-intelligence product across strategy, algorithms, UX, engineering, pricing, and production.

Technical Product Lead & Senior Frontend Engineer

Vibe

Defined the product, designed the full RTL experience, built the frontend, and led cross-functional delivery and launch readiness.

Managing Director & Product Delivery Lead

Monorro

Led a software-services company across client discovery, scoping, proposals, delivery coordination, quality, and executive operations.

Product notes

Notes on decisions I have made in live and pre-launch products.

01

Reducing LLM cost in Apex

A product lesson from cutting Apex model cost by roughly 95%.

02

Designing trust and moderation in Vibe

A review platform cannot outsource credibility to a verified badge.

03

Layered roadmap prioritization in Vibe

How I sequence core value, safety, operations, and monetization.

Contact

Have a project in mind?

Send me a short message on WhatsApp about what you are building, what already exists, and where you need help.