Rami Berrached
Sterling,VA
Summary
Object-Oriented Programming, Data Visualization, Python & R for Data Science, Business Analytics I & II, Database Concepts for Analytics (SQL), Computer Architecture, Data Structures & Algorithms, Operations Strategy, Strategic Planning, Business & Economic Forecasting
Overview
5
5
years of professional experience
Work History
Data Analyst
ACTFORE
Reston, VA
01.2024 - Current
- Managed exploratory analysis for large datasets on client projects, utilizing SQL and Python for processing breached confidential health and personal information.
- Cleaned and filtered raw data with SQL to help facilitate interpretation by final reports and innovation team.
- Achieved a 94.8% accuracy rate by utilizing KNIME and Excel to conduct audits on OCR-converted files for precise scraping of relevant data.
- Consistently interacted with client's counsel to clarify inquiries and provide precise reporting of breached customer data.
Data Science Intern
ROLLS-ROYCE
Reston, VA
05.2023 - 08.2023
- Executed SQL-based data warehousing and utilized predictive analytics to develop a comprehensive logistics management dashboard in Power BI. This tool enabled the compilation of over 10 diverse-format reports into an automated dashboard (SharePoint), enhancing forecast accuracy by 23% for parts inventory across 4 different legacy customer accounts: United, UPS, Delta, American.
- Lead the development of a Python script to periodically new and existing engine manual data files into machine-readable formats for smart searching by service engineers. As a result, the accuracy score of query relevancy was measured at 79%.
- Developed a decision tree algorithm utilizing 24 attributes and engine-test training data in Python, yielding a predictive accuracy of 85% and an F1-score of 0.82 in assessing engine part failure rates for Trent 800 and 1000 engines. This model enabled the proactive identification of high-risk cases, enhancing maintenance and response strategies for in-service units.
- Traveled to UPS Air Group HQ in Louisville, KY to present BI tool that enabled workscoping of problematic engine Line Repair Units (LRUs) and improved tracking of KPI metrics within a service contract worth over $12 million.
Lead Lease Consultant
LCI Auto-Leasing
Arlington, VA
02.2020 - 04.2023
- Fostered beneficial working relationships with more than 15 franchise dealers on the East Coast and Midwest.
- Developed a Tableau dashboard, utilizing SQL databases, to track fluctuations in key performance indicators such as money factor, residuals, inventory supply, manufacturer incentives, and discounts. Achieved 25% improvement in sales numbers within two quarters by gaining better insight into main key unit drivers.
- Delivered personalized finance/lease deals to over 75 clients per quarter, ensuring needs were continually met.
- Managed 6 consultants on a dynamic sales team and held weekly meetings with partnered dealerships.
IT Intern
AMIDEAST
Tunis-Governorate, Tunisia
08.2020 - 06.2021
- Effectively resolved 50+ client using expert methods, while maintaining a robust customer service database
- Supported defense efforts in reducing the elapsed time between threat detection and action for 15 internal processes by implementing regular software updates.
- Neutralized malware risks for 12 defense-dedicated desktop and laptop systems, enhancing system performance by a tracked margin of 19%.
- Broke down and evaluated user problems using test scripts, personal expertise, and probing questions.
Education
Bachelor of Science in Business Administration: Data Analytics -
LIBERTY UNIVERSITY
12.2023
Skills
- Python
- SQL
- PowerBI
- Excel
- Tableau
- Azure
- Maximo
- Knime
- HTML
- SharePoint
- Statistical Modeling
- Microsoft Office
- Oracle
- R
Activities
- Engineering Missions and Research Club
- Technology and Engineering Club
- Serving Others using Aviation Resources (SOAR)
- Cyber Defense Club
Timeline
Data Analyst
ACTFORE
01.2024 - Current
Data Science Intern
ROLLS-ROYCE
05.2023 - 08.2023
IT Intern
AMIDEAST
08.2020 - 06.2021
Lead Lease Consultant
LCI Auto-Leasing
02.2020 - 04.2023
Bachelor of Science in Business Administration: Data Analytics -
LIBERTY UNIVERSITY
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