Data Analytics

FADI ASSAF

****.*****@******.***; ****.*****@*******.** • 647-***-**** • https://ca.linkedin.com/in/fadiassaf Data Science professional with strong Engineering and Math background Experience in Machine Learning Present useful insights to non-technical audiences.

EDUCATION

Masters of Management Analytics, Smith School of Business, Queen’s University, Kingston, ON 2016 - June 2017

• Relevant Courses: Acquisition and Analysis of Data, Multivariate Statistical Analysis, Marketing Analytics, Big Data, Project Leadership – Traditional & Adaptive (Agile) Project Management Specialized Trainings: SAS Certified Predictive Modeler Using SAS Enterprise Miner 13 2016 Association Of Professional Eng. and Geoscientists of Alberta(APEGA)–Electrical & Computer Engineer-178***-**** Masters of Engineering – Computer & Telecommunications Engineering, Lebanese University, Roumieh, Lebanon 2004 Machine Learning: Real Time Sentiment Analysis - Classification – Clustering - Regression – Decision Tree – Random Forest – Principle Component Analysis – Naïve Bayes.

Relevant Projects lead/sub-lead:

• Toronto General & Western Hospital (UHN) challenge to initiate new predictive KPIs, by applying Cluster Analysis, Binary Logit Regression Model, and Customer Lifetime value. Source: UHN

• TalkingData Kaggle competition: Predict users’ demographics by applying Logistic Regression Model, Multinomial Logistic Regression Model, and Discriminant Analysis.

• Santander Bank Product Recommendation-Kaggle competition: Predict when a product will be added or removed by applying Random Forest, and performing market basket analysis using association rules. Programming & Softwares: R, Python, Spark (pySpark, Spark SQL, Spark Streaming), SAS Enterprise Guide, C, C++, Tableau. PROFESSIONAL EXPERIENCE

Business Intelligence Insights Analyst, CROSSMARK, Mississauga, ON Feb 2017 - Present

• Analyze customer behavior by performing Customer Lifetime Value (CLV), Clustering and Segmentation Analysis.

• Analyze frequent item set by performing Market Basket Analysis using association rules.

• Generate dashboards in Tableau and communicate insights leading clear recommendations. Operations Engineer, Varco Canada, Edmonton, AB 2013 – 2015

• Analyzed Historical and Real-time data and generated reports critical for operations decision making.

• Oversaw field operations and provided remote support for customers and field engineers

• Trained customers on all types of Sensors, Data Acquisition systems, and Real-time applications Sales & Service Manager, National Oilwell Varco, Saudi Arabia & Bahrain 2010-2013

• Drove the Technical Design and Customization teams during configuration of Data Acquisition and Real-Time application

• Completed a project for ROWAN, 18 days ahead of the scheduled 30 day project; Cut clients’ operator penalties

• Developed technical and operator training on NOV systems for Saudi Aramco, Weatherford, Dalma and CDF Senior Instrumentation Engineer, National Oilwell Varco, Dubai, United Arab Emirates 2008-2010

• Implemented installation projects for Sensors, Data Acquisition, and Real-Time application

• Promoted to Team Lead for Bahrain and Oman projects, and lead trials for new technologies (DrillLink and AutoDriller) Project Lead, Prime Technology, Riyadh, Saudi Arabia 2006-2007

• Spearheaded the implementation of “ARCHIBUS” for King Fahd Medical City; Ensured requirements aligned within scope

• Oversaw the AutoCad and SQL teams, insured efficient customization and implementation of ARCHIBUS Biomedical Engineer, AMICO, Beirut, Lebanon 2005-2006

• Installed, calibrated, and maintained medical, surgical equipment and laser machines in the Ophthalmology domain

• Trained doctors on new technologies, and upon request, was present with doctors during surgeries EXTRACURRICULAR EXPERIENCE

Organizer, Maronite Youth of Canada, Edmonton, AB 2015

• Planned and organized fundraising events to help Lebanese Christians Youth participate in the yearly convention ADDITIONAL INFORMATION

• Foreign languages: English (IELTS 7.5), French (Test d’Alliance Francaise)

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