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Your Journey

5 Years. 6 Roles.
One Direction.

From warehouse floors to owning AI, automation, and internal-platform products across e-commerce and fueltech.

Geographic Journey

Cairo → Riyadh

EGYPTSAUDI ARABIARed SeaCairo, EgyptJumia · 2019Taager · 2021–22Riyadh, KSATaager · 2022–26PetroApp · 2026–Present
5
Years
2
Countries
6
Roles
Career

From Operator to
AI & Automation Product Manager

Current

AI & Automation Product Manager

PetroApp
June 2026 – PresentRiyadh, Saudi Arabia

Own the AI and internal-platform portfolio across conversational AI, executive automation, station operations systemization, pricing workflows, and the BI layer used by leadership.

75% of inbound support conversations resolved autonomously1 full day per week reclaimed through bulk pricing workflows10 hours per month saved through automated executive reporting
Expanded AI product ownership into fueltech, multi-agent executive systems, internal platforms, and operational automation at multi-market scale.

Lead AI Product Manager

Taager.com
July 2025 – May 2026Riyadh, Saudi Arabia

Defined and owned the AI roadmap across acquisition, order confirmation, delivery recovery, merchant automation, and performance marketing from scope through launch and iteration.

$155K+ saved annually across four autonomous AI agents15% conversion-rate lift through an AI WhatsApp entry point98% reduction in address acquisition cost
Promoted into company-wide AI product leadership after owning operations and customer-experience products end to end.

Product Manager, Operations & Customer Experience

Taager.com
June 2022 – July 2025Riyadh, Saudi Arabia

Owned the operations and CX product function, analytics infrastructure, product backlog, and cross-functional delivery across a period of significant company growth.

$50K per year in support costs removed+2% sustained delivery-rate improvement+2.5% prepaid order share and +1% order reachability
Moved from operational analysis into full product ownership across CX, fulfillment, analytics, and conversion.

Operations Performance & Analysis Lead

Taager.com
October 2021 – June 2022Cairo, Egypt

Built operational dashboards, developed data-driven performance strategies, and redesigned warehouse scheduling and fulfillment workflows.

70,000 EGP per month saved through shift redesign2530% improvement in same-day shipout rateOperational dashboards across warehouse, delivery, and CX
Used frontline operating insight and data to earn the transition into product management.

Operations Account Manager

Taager.com
May 2021 – October 2021Cairo, Egypt

Managed merchant account operations, monitored daily fulfillment metrics, and coordinated across internal teams to maintain delivery-rate targets.

Managed daily merchant operationsMonitored fulfillment performanceCoordinated delivery-rate recovery across teams
Built the operational context that later shaped product decisions and prioritization.

Quality Control Analyst

Jumia.eg
January 2019 – October 2019Cairo, Egypt

Monitored daily operations for compliance with quality standards, generated performance reports, and ensured adherence to SOPs.

Monitored daily quality complianceGenerated operations performance reportsMaintained SOP adherence across fulfillment
Established a foundation in e-commerce operations, quality management, and performance measurement.
Product in Action

AI Is Building It.
Not Just Describing It.

From PRD to production. Here's how the AI Recovery Agent came to life.

AI Recovery Service Map
Failed Delivery
triggerhealthy
AI Orchestrator
aihealthy
Context Engine
aihealthy
Vector Store
datahealthy
WhatsApp Agent
channelhealthy
Voice Analyzer
aihealthy
LLM Gateway
aihealthy
Address API
externalexternal
Scheduler
triggerhealthy
PostgreSQL
datahealthy
Video Analyzer
aihealthy
CRM System
externalexternal
Human Fallback
humanopsmanual
PRD Draft
ai-recovery-agent.prd
Shipped Impact
Annual Cost Eliminated$72K
Recovery Speedhrs → min
Quality VarianceZero
Scale Ceiling
Products Shipped13+

Want to see the numbers behind the work?