Experience
- Machine Learning Solutions Engineer, Google, 2022 - Present.
- Ph.D. Research Assistant, University of Waterloo, 2014 – 2019.
- Teaching Assistant, University of Waterloo, 2017 – 2018.
- M.A.Sc. Research Assistant, Queen's University, 2010 - 2012.
- Wireline Field Engineer, Schlumberger, 2007 - 2009.
Skill Certifications
More than 70 certifications have been achieved so far. They are classified into the following categories:
Python-related
- "Python Code Challenges", LinkedIn.
- “Building Deep Learning Applications with Keras 2.0”, LinkedIn.
- “Building and Deploying Deep Learning Applications with TensorFlow”, LinkedIn.
- “Deep Learning: Face Recognition”, LinkedIn.
- “Deep Learning: Image Recognition”, LinkedIn.
- “Introduction to Deep Learning with OpenCV”, LinkedIn.
- “Nail Your Python Interview”, LinkedIn.
- “OpenCV for Python Developers”, LinkedIn.
- “Python for Data Science Essential Training Part 2”, LinkedIn.
- “Python for Data Science Essential Training Part 1”, LinkedIn.
- “Python for Data Science Tips, Tricks, & Techniques”, LinkedIn.
- “Programming Foundations: Data Structures”, LinkedIn.
- “Python Data Structures: Linked Lists”, LinkedIn.
- “Python Data Structures: Stacks, Queues, and Deques”, LinkedIn.
- “Get Ready for Your Coding Interview”, LinkedIn.
- “Python for Data Science and AI” by IBM, Coursera.
- “Essential Math for Machine Learning: Python Edition” by Microsoft, edX.
- “Programming with Python for Data Science” by Microsoft, edX.
- “Introduction to Python for Data Science” by Microsoft, edX.
SQL-related
- “Advanced SQL for Data Scientists”, LinkedIn.
- “Learning SQL Programming”, LinkedIn.
- “SQL Tips, Tricks, & Techniques”, LinkedIn.
- “Querying Data with Transact-SQL” by Microsoft, edX.
MATLAB-related
- “Machine Learning with MATLAB”, MathWorks.
Big Data-related
- "Google Cloud Platform Essential Training for Administrators", LinkedIn.
- "Cloud Architecture: Advanced Concepts", LinkedIn.
- "Data Science on Google Cloud Platform: Architecting Solutions", LinkedIn.
- "Leveraging Cloud-Based Machine Learning on Google Cloud Platform: Real World Applications", LinkedIn.
- "HBase Essential Training", LinkedIn.
- “Analyzing Big Data with Hive”, LinkedIn.
- “Amazon Web Services Machine Learning Essential Training”, LinkedIn.
- “Apache Spark Essential Training”, LinkedIn.
- “Azure Machine Learning Development: 3 Deploying and Managing Models”, LinkedIn.
- “Azure Machine Learning Development: 2 Learning ML Studio”, LinkedIn.
- “Azure Machine Learning Development: 1 Basic Concepts”, LinkedIn.
- “Azure: Understanding the Big Picture”, LinkedIn.
- “Big Data Foundations: Techniques and Concepts”, LinkedIn.
- “Deploying Scalable Machine Learning for Data Science”, LinkedIn.
- “Google Cloud Platform for Machine Learning Essential Training”, LinkedIn.
- “Spark for Machine Learning & AI”, LinkedIn.
Tableau-related
- “Essential Design Principles for Tableau”, LinkedIn.
- “Fundamentals of Visualization with Tableau”, LinkedIn.
- “Tableau 10 for Data Scientists”, LinkedIn.
Others
- "Learning Data Science: Tell Stories With Data", LinkedIn.
- "Finance Foundations: Risk Management", LinkedIn.
- "Balanced Scorecard and Key Performance Indicators", LinkedIn.
- "Programming Foundations: APIs and Web Services", LinkedIn.
- "Learning REST APIs", LinkedIn.
- "Mastering Common Interview Questions", LinkedIn.
- "Customer Service: Problem Solving and Troubleshooting", LinkedIn.
- "Prepare for Your Data Science Interview", LinkedIn.
- "Algorithmic Trading and Stocks Essential Training", LinkedIn.
- "Understanding Capital Markets", LinkedIn.
- "A Day in The Life of a Data Scientist", LinkedIn.
- "Get a Remote Data Science Job", LinkedIn.
- "15 Tips for Landing a Data Science Job", LinkedIn.
- "The Data Science of Experimental Design", LinkedIn.
- "The Non-Technical Skills of Effective Data Scientists", LinkedIn.
- “Statistics Foundations: 3”, LinkedIn.
- “Statistics Foundations: 2”, LinkedIn.
- “Statistics Foundations: 1”, LinkedIn.
- "Statistics Foundations: Probability", LinkedIn.
- "Statistics Foundations: The Basics", LinkedIn.
- “Machine Learning and AI Foundations: Predictive Modeling Strategy at Scale”, LinkedIn.
- “Metrics for Product Managers”, LinkedIn.
- “The Essential Elements of Predictive Analytics and Data Mining”, LinkedIn.
- “Git Essential Training: The Basics”, LinkedIn.
- “Learning Git and GitHub”, LinkedIn.
- “Learning Linux Command Line”, LinkedIn.
- “Data Science Methodology” by IBM, Coursera.
- “Open Source tools for Data Science” by IBM, Coursera.
- “What is Data Science ?” by IBM, Coursera.