Fatima Zohra Idrissi
Mount Olive,NJ
Summary
Results-driven Data Analyst with 5+ years in data analysis, business intelligence, and process improvement. Expertise in statistical modeling, forecasting, and predictive analytics, utilizing Power BI, DAX, Excel, SQL, Python, and Tableau. Developed dashboards and analyzed KPIs to optimize production capacity and enhance operational efficiency through actionable insights and cross-functional collaboration.
Overview
1
1
Certification
17
17
years of professional experience
Work History
Wire & Cable Processing Analyst
ALAN BAIRD INDUSTRIES
11.2023 - Current
- Analyze production and operational datasets to identify trends, bottlenecks, capacity constraints, and opportunities for process improvement.
- Develop and maintain Power BI dashboards and reports to monitor production KPIs, machine utilization, inventory, capacity, and operational performance.
- Extracted, cleaned, transformed, and validated data from multiple sources, enhancing reporting accuracy and consistency.
- Perform production capacity analysis and resource allocation assessments to support machine assignments, production scheduling, and operational planning.
- Analyze historical production data to identify trends, evaluate performance, and support forecasting and capacity decisions.
- Collaborated with production, engineering, quality, and management teams to translate business requirements into actionable insights.
- Use Excel, SQL, Python, and Power BI to streamline data analysis, standardize reporting, and reduce manual data-processing activities.
- Investigate data discrepancies and implement standardized validation and documentation practices.
- Applied analytical and continuous-improvement methods to identify opportunities for improving machine utilization and workflow efficiency.
Data Science Intern
INOVATICS
09.2022 - 11.2023
- Prepared, cleaned, and transformed datasets for statistical analysis and machine-learning applications, enhancing data quality for analysis.
- Conducted exploratory data analysis to identify patterns, trends, correlations, anomalies, and potential business insights.
- Applied statistical methods and machine-learning algorithms to develop and evaluate predictive models, contributing to informed decision-making.
- Developed visualizations and dashboards to communicate findings, facilitating data-driven decisions across teams.
- Customer Churn Prediction: Analyzed customer behavior and usage data to identify factors associated with customer churn. Developed Logistic Regression and Random Forest models to predict churn risk; evaluated performance and presented findings.
- Disease Outbreak Tracking: Cleaned and analyzed disease surveillance data to identify trends, geographic patterns, and potential outbreak clusters. Applied statistical and data-mining techniques and developed interactive Tableau dashboards to communicate findings.
- Auto Insurance Fraud Detection: Analyzed insurance claims data to identify suspicious patterns, anomalies, and potential indicators of fraud. Applied statistical and machine-learning techniques and used Python and Tableau to visualize findings.
Data Analyst
CVS HEALTHCARE
06.2021 - 12.2022
- Analyzed pharmacy and operational data, including medication orders, dispensing records, inventory information, and patient profiles, to identify trends and improvement opportunities.
- Prepared reports and visualizations to track medication usage, adherence, inventory levels, and operational KPIs, enhancing decision-making processes.
- Evaluated operational data to uncover workflow inefficiencies, providing insights that informed strategic decisions.
- Monitored inventory availability and expiration dates to support inventory management and reduce potential waste.
- Collaborated with pharmacists, pharmacy technicians, healthcare professionals, and internal stakeholders to resolve discrepancies and streamline workflows.
- Communicated analytical findings and recommendations to technical and non-technical stakeholders.
Certification Manager
MACOBATE
07.2012 - 09.2014
- Coordinated quality-assurance activities and monitored manufacturing quality and compliance requirements to ensure adherence to standards.
- Analyzed quality and production metrics to identify trends and inform process improvements.
- Developed quality-control procedures, statistical analysis approaches, and performance standards.
- Coordinated product approvals and inspections, ensuring quality compliance; communicated program status and metrics to customers and internal teams.
Quality Manager
AIC METALLURGIC | DELTA HOLDING GROUP
12.2009 - 06.2012
- Managed quality-management systems to enhance operational effectiveness in manufacturing.
- Developed and implemented quality policies and standardized operational processes to ensure compliance and drive consistency.
- Analyzed quality performance, investigated process issues, and implemented corrective and preventive actions.
- Analyzed quality performance and investigated process issues to implement corrective and preventive actions, improving overall product quality.
Education
Master of Science - Statistics
MONTCLAIR STATE UNIVERSITY
Montclair05-2022
Bachelor of Science - Mathematics
MONTCLAIR STATE UNIVERSITY
Montclair, New Jersey01-2021
Master’s Degree - Materials Engineering & Quality Control
NATIONAL SCHOOL OF MINERAL INDUSTRY
Morocco06-2009
Skills
- Data Analytics: Data Cleaning, Data exploration, Statistical analysis, Trend Analysis, Root-Cause Analysis, Data quality
- Business Intelligence: Power BI, DAX, Data Modeling, Dashboard Development, KPI Reporting, Report automation
- Programming & Databases: Python, Pandas, NumPy, SQL, R
- Advanced Analytics: Forecasting, Regression, Classification, Clustering, Predictive modeling, Anomaly Detection, Feature engineering
- Business & Operations: Manufacturing Analytics, Production Planning, Capacity Analysis, Inventory Management, Process Improvement, Quality analytics
- Tools: Microsoft Excel, Tableau,power bi
- Power BI: Interactive Dashboards, DAX, Data Modeling, KPI Reporting, Data visualization
- Python: Pandas, NumPy, Scikit-learn, Data preparation, EDA, Statistical analysis, Machine Learning
- SQL: Data Extraction, Joins, Filtering, Aggregations, Data Analysis, MySQL
- Excel: Pivot Tables, Data Cleaning, Advanced analysis, Reporting, Data Modeling
- Analytics & Visualization: Statistical Modeling, Regression, Classification, Clustering, Forecasting, Anomaly Detection, Predictive analytics, Tableau, RapidMiner
- Industry expertise: Manufacturing Analytics, Production Planning, Capacity Analysis, Inventory Analytics, Quality Control, Process Improvement
Certification
- Certified Analytics Professional (CAP) — In Progress
- Inovatics Data Science & AI Training Program — 12-Month Program
Personal Information
Title: DATA ANALYST | BUSINESS INTELLIGENCE | OPERATIONS ANALYTICS
Timeline
Wire & Cable Processing Analyst
ALAN BAIRD INDUSTRIES
11.2023 - Current
Data Science Intern
INOVATICS
09.2022 - 11.2023
Data Analyst
CVS HEALTHCARE
06.2021 - 12.2022
Certification Manager
MACOBATE
07.2012 - 09.2014
Quality Manager
AIC METALLURGIC | DELTA HOLDING GROUP
12.2009 - 06.2012
Master’s Degree - Materials Engineering & Quality Control
NATIONAL SCHOOL OF MINERAL INDUSTRY
Bachelor of Science - Mathematics
MONTCLAIR STATE UNIVERSITY
Master of Science - Statistics
MONTCLAIR STATE UNIVERSITY