Md Mahmud Ferdous
Data Scientist
Toronto, ON, Canada
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Followers0
FollowingMahmud is a data scientist at Bell, where he develops and implements machine learning models to improve telemarketing sales propensity, customer churn and retention, and model performance monitoring. He has over 10 years of experience in data analytics, data manipulation, data validation, data management, effective visualization, predictive modelling, model development, and data security in the telecom, financial, and healthcare sectors. He is a Mitacs Accelerate award recipient and a research intern at iMD Research Inc., where he works on fall detection using health data collected by a bracelet sensor. He is also a research assistant at Toronto Metropolitan University, where he explores the intersection of machine learning and privacy and security. He holds a master's degree in computer engineering and continuing education modules in applied data science. He is proficient in Python, and machine learning frameworks. His mission is to leverage data and machine learning to solve real-world problems and create a positive impact.
Careers
Data Scientist
Bell
Full time contract11/2023 -
- • Develop ML models in Python to improve telemarketing sales propensity for supporting marketing campaigns as well as customer churn and retention.
- o Overall connect rate on the first outbound contact attempt has increased significantly by +45%
- o Average sales per 1K leads has increased by +85%
- o Average RGUs per 1K leads has increased by +84%
- • Research, develop, and implement ‘ML Model Monitoring’ measuring model performance with the ‘Data Drift’ and ‘Training-serving Skew’.
- o Visibility and explainability for >100 ML models.
- • Develop an end-to-end pipeline for 'ML Model Performance Monitoring' in the form of Dashboards
- o Performance visibility for >20 ML models.
Education
Toronto Metropolitan University
Computer Engineering
05/2021 - 12/2023Master's DegreeClass of 2023
Collections
Assessment badge
Completed assessment
04/17/2023
Skills
PythonSQLGoogle CloudMicrosoft AzureAWSJiraData VisualizationGitLinuxMathematics
ExperienceMid-level8+ years
Hourly rate$45/hr
Open to
remotehybrid
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