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تم إلغاء حظر المستخدم بنجاح
Shrouq Alghamdi, Data Strategy Consultant

Shrouq Alghamdi

Data Strategy Consultant·Treedom for All Corporation

المملكة العربية السعودية

ماجستير, Computer and Information Science

الخبرة العملية

مجموع سنوات الخبرة: 4 سنوات, 4 أشهر

Data Strategy Consultant

أغسطس 2025 - حتى الآن

Treedom for All Corporation

نيويورك، الولايات المتحدة •عن بُعد

أغسطس 2025 - حتى الآن

• Act as the primary Data Strategy Advisor, architecting an end-to-end measurement framework that standardized event tracking and
resolved critical data discrepancies between front-end interactions and back-end conversion logs
• Defined and deployed a data governance model for campaign analytics, enabling reproducible cross-channel attribution and
surfacing optimization opportunities validated through conversion tracking audits and data layer QA
• Advised on digital acquisition strategy, designing and optimizing Google Ads campaigns using GA4 and GTM instrumentation to
improve audience targeting, engagement, and measurable user reach
مجال الشركة:
المنظمات غير الربحية
الدور الوظيفي:
الزراعة

Data Scientist

أكتوبر 2023 - يناير 2025

Pitt Global, University of Pittsburgh

Pittsburg، الولايات المتحدة •هجين

أكتوبر 2023 - يناير 2025

• Orchestrated the automation of institutional health metrics reporting, replacing manual processes with robust Python pipelines,
reducing manual effort by 90% and enabling real-time visibility for global stakeholders
• Developed an ML-driven entity resolution pipelines and automated validation scripts to unify fragmented datasets, significantly
improving data reliability by 35% across 50+ countries
• Managed the full project lifecycle for institutional datasets from data ingestion to modeling and reporting, establishing standardized,
reproducible workflows adopted across the department
مجال الشركة:
التعليم العالي

Data Scientist

أبريل 2022 - يوليو 2023

Panda Retail Company

جدة، المملكة العربية السعودية

أبريل 2022 - يوليو 2023

• Built predictive churn and purchase propensity models in Python and SQL on ~10M transactions, translating statistical models into production-ready code that boosted performance by ~27% across e-commerce and marketing initiatives
• Engineered behavioral, frequency, monetary, and CLV-based features to support lifecycle forecasting and targeting decisions, powering 25+ personalized digital campaigns
• Applied K-Means clustering to identify core customer segments, later adopted as a benchmark framework across marketing and analytics teams
• Designed and evaluated controlled experiments using statistical hypothesis testing to measure pricing and campaign impact, achieving a 13% lift in conversion
مجال الشركة:
البيع بالتجزئة وبالجملة

Data Analyst

يوليو 2021 - مارس 2022

SADAFCO

جدة، المملكة العربية السعودية

يوليو 2021 - مارس 2022

• Built regression and forecasting models in SQL and QlikView to optimize inventory levels for 130+ SKUs across 25+ distribution
centers, achieving a 15% reduction in inventory costs
• Eliminated a class of manual input errors in SKU classification by translating business rules and demand patterns into codified data
logic, replacing ad hoc spreadsheet processes with auditable, repeatable pipelines
• Optimized ETL pipelines to automate recurring reports and feature engineering, enabling self-serve analytics for operations
stakeholders and reducing analyst turnaround time on ad hoc requests
مجال الشركة:
السلع الاستهلاكية سريعة التداول

التعليم

University of Pittsburgh

مايو 2025

مايو 2025

ماجستير، Computer and Information Science

الولايات المتحدة

Effat University

يناير 2019

يناير 2019

بكالوريوس، Information Systems

المملكة العربية السعودية

Skills

CLUSTER DEVELOPMENT
Intermediate
CLUSTER DEVELOPMENT
Intermediate
MACHINE LEARNING
Intermediate
MACHINE LEARNING
Intermediate
DATA CLASSIFICATION
Intermediate
DATA CLASSIFICATION
Intermediate
K MEANS CLUSTERING
Intermediate
K MEANS CLUSTERING
Intermediate
PYSPARK
Intermediate
PYSPARK
Intermediate
PYTHON PROGRAMMING LANGUAGE
Intermediate
PYTHON PROGRAMMING LANGUAGE
Intermediate
REGRESSION ANALYSIS
Intermediate
REGRESSION ANALYSIS
Intermediate
SCIKIT LEARN PYTHON PACKAGE
Intermediate
SCIKIT LEARN PYTHON PACKAGE
Intermediate
SQL PROGRAMMING LANGUAGE
Intermediate
SQL PROGRAMMING LANGUAGE
Intermediate
STATISTICS
Intermediate
STATISTICS
Intermediate
BIG DATA ANALYTICS
Intermediate
BIG DATA ANALYTICS
Intermediate
COMPLIANCE MANAGEMENT
Intermediate
COMPLIANCE MANAGEMENT
Intermediate
CONFLICT MANAGEMENT
Intermediate
CONFLICT MANAGEMENT
Intermediate
DATA ENGINEERING
Intermediate
DATA ENGINEERING
Intermediate
DATA GOVERNANCE
Intermediate
DATA GOVERNANCE
Intermediate
RESULTS FOCUSED
Intermediate
RESULTS FOCUSED
Intermediate
ANALYTICS
Intermediate
ANALYTICS
Intermediate
CAUSAL INFERENCE
Intermediate
CAUSAL INFERENCE
Intermediate
COMPLEX PROBLEM SOLVING
Intermediate
COMPLEX PROBLEM SOLVING
Intermediate
COMPUTER LITERACY
Intermediate
COMPUTER LITERACY
Intermediate
DATA STRATEGY
Intermediate
DATA STRATEGY
Intermediate
DECISION MAKING
Intermediate
DECISION MAKING
Intermediate
FUNDRAISING
Intermediate
FUNDRAISING
Intermediate
LEADERSHIP
Intermediate
LEADERSHIP
Intermediate
QUANTITATIVE DATA ANALYSIS
Intermediate
QUANTITATIVE DATA ANALYSIS
Intermediate
BEHAVIORAL SEGMENTATION
Intermediate
BEHAVIORAL SEGMENTATION
Intermediate
PREDICTIVE MODELING
Intermediate
PREDICTIVE MODELING
Intermediate
TEST DATA
Intermediate
TEST DATA
Intermediate
ANALYTICAL THINKING
Intermediate
ANALYTICAL THINKING
Intermediate
DATA MODELING
Intermediate
DATA MODELING
Intermediate
EXECUTIVE LEADERSHIP
Intermediate
EXECUTIVE LEADERSHIP
Intermediate
STRATEGIC LEADERSHIP
Intermediate
STRATEGIC LEADERSHIP
Intermediate
USER JOURNEY MAPPING
Intermediate
USER JOURNEY MAPPING
Intermediate

حسابات مواقع التواصل الاجتماعي

غيت هاب
غيت هاب
shrouqgh.github.io

التدريب و الشهادات

الشهادات
Machine Learning & Deep Learning