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Shrouq Alghamdi, Data Strategy Consultant

Shrouq Alghamdi

Data Strategy Consultant·Treedom for All Corporation

Saudi Arabia

Master's degree, Computer and Information Science

Work experience

Total years of experience: 4 years, 4 months

Data Strategy Consultant

August 2025 - Present

Treedom for All Corporation

New York, United States •Remote

August 2025 - Present

• 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
Company industry:
Non-profit Organization
Job role:
Farming and Agriculture

Data Scientist

October 2023 - January 2025

Pitt Global, University of Pittsburgh

Pittsburg, United States •Hybrid

October 2023 - January 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
Company industry:
Higher Education

Data Scientist

April 2022 - July 2023

Panda Retail Company

Jeddah, Saudi Arabia

April 2022 - July 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
Company industry:
Retail & Wholesale

Data Analyst

July 2021 - March 2022

SADAFCO

Jeddah, Saudi Arabia

July 2021 - March 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
Company industry:
FMCG

Education

University of Pittsburgh

May 2025

May 2025

Master's degree, Computer and Information Science

United States

Effat University

January 2019

January 2019

Bachelor's degree, Information Systems

Saudi Arabia

Skills

CLUSTER DEVELOPMENT

Intermediate

MACHINE LEARNING

Intermediate

DATA CLASSIFICATION

Intermediate

K MEANS CLUSTERING

Intermediate

PYSPARK

Intermediate

PYTHON PROGRAMMING LANGUAGE

Intermediate

REGRESSION ANALYSIS

Intermediate

SCIKIT LEARN PYTHON PACKAGE

Intermediate

SQL PROGRAMMING LANGUAGE

Intermediate

STATISTICS

Intermediate

BIG DATA ANALYTICS

Intermediate

COMPLIANCE MANAGEMENT

Intermediate

CONFLICT MANAGEMENT

Intermediate

DATA ENGINEERING

Intermediate

DATA GOVERNANCE

Intermediate

RESULTS FOCUSED

Intermediate

ANALYTICS

Intermediate

CAUSAL INFERENCE

Intermediate

COMPLEX PROBLEM SOLVING

Intermediate

COMPUTER LITERACY

Intermediate

DATA STRATEGY

Intermediate

DECISION MAKING

Intermediate

FUNDRAISING

Intermediate

LEADERSHIP

Intermediate

QUANTITATIVE DATA ANALYSIS

Intermediate

BEHAVIORAL SEGMENTATION

Intermediate

PREDICTIVE MODELING

Intermediate

TEST DATA

Intermediate

ANALYTICAL THINKING

Intermediate

DATA MODELING

Intermediate

EXECUTIVE LEADERSHIP

Intermediate

STRATEGIC LEADERSHIP

Intermediate

USER JOURNEY MAPPING

Intermediate

Social profiles

Training and Certifications

Certifications
Machine Learning & Deep Learning