Summary
Overview
Work History
Education
Skills
Certification
Awards
reference
Timeline
Generic

Md Mahmud Ferdous

Toronto,Canada

Summary

Data analytics, security, and privacy expert with extensive academic and professional background. Advanced machine learning skills combined with expertise in utilizing cutting-edge tools and technologies.

Overview

12
12
years of professional experience
1
1
Certification

Work History

Data Scientist

Scale AI
San Francisco, United States
02.2024 - Current
  • Guided LLM AI model prompts to enhance code generation, debugging, comprehension and review with RLHF

Teaching Assistant

Toronto Metropolitan University
Toronto, Canada
09.2024 - Current
  • Facilitated COE768: Computer Networks course by supervising, teaching, and conducting labs

Data Scientist

Bell
Toronto, Canada
11.2022 - 02.2024
  • Designed, developed, deployed, and monitored the Telemarketing Efficiency Metric (TMEM) model consisting of three components: Telemarketing Buying Index (TMBI), Do Not Call Index (DNCI), and Max-attempt. Resulted in a significant 45% increase in overall first contact connect rate and an average 85% boost in sales
  • Developed a robust model monitoring pipeline that effectively tracks data drift, training-serving skew, and performance metrics for more than a hundred models

Data Analyst

Surex.com
Ontario, Canada
06.2021 - 10.2022
  • Conceptualized and established an advanced analytics and reporting platform to streamline internal and external reports
  • Analyzed large datasets to identify trends, patterns, and correlations for business insights

Research Intern

iMD Research Inc.
Montreal, Canada
09.2021 - 04.2023
  • Developed machine learning models to detect falls and classify sleep patterns using health data. Deployed these models on both edge devices and the Azure cloud platform, while maintaining rigorous security and privacy standards
  • Prepared presentations outlining research results for senior management team members

Research Assistant

Toronto Metropolitan University
Toronto, Canada
05.2021 - 04.2023
  • Researched and analyzed consent laws in various jurisdictions, including Canada, US, EU, Australia, and Japan
  • Conducted comparative analysis on current consent ontologies. Designed new consent ontology for diverse jurisdiction portability support
  • Utilized a prototype framework to assess and convert dynamic consent events into blockchain-based smart contracts

Specialist

Robi Axiata Limited
Dhaka, Bangladesh
11.2012 - 11.2020
  • Created sustainable solutions to cater 40M live customers, generating a business value of $2.3M via optimized radio resource utilization, enabling better CapEX value by $7.5M and contributing towards a robust site strategy worth $8.3M
  • Collaborated with senior leadership to rank business and information priorities, conducting analysis and reporting on KPIs, system deficiencies, revenue loss, customer grievances, network performance oversight, upkeep monitoring, and change control

Education

MASc - Computer Engineering

Toronto Metropolitan University
01-2024

BSc - Electrical & Electronic Engineering

Bangladesh University of Engineering And Technology
01-2012

Skills

  • AI Development
  • Machine Learning
  • Statistical Analysis
  • Data Mining
  • Security and Privacy
  • Blockchain
  • Ontology
  • Agile Methodology
  • Python Programming
  • BI tools expertise
  • Advanced mathematical abilities
  • Leadership
  • Teamwork
  • Communication

Certification

  • Applied Data Science– Worldquant University
  • Data Engineering on Google Cloud Platform Specialization– Google Cloud via Coursera
  • Deep Learning Specialization – deeplearning.ai

Awards

  • Mitacs Accelerate (2021-2023)
  • TMU Graduate Fellowship (2021-2023)
  • UN PET Lab’s First Global Hackathon (2022)

reference

  • Dr. Reza Samavi, Associate Professor, TMU and Faculty Affiliate, Vector Institute

Timeline

Teaching Assistant

Toronto Metropolitan University
09.2024 - Current

Data Scientist

Scale AI
02.2024 - Current

Data Scientist

Bell
11.2022 - 02.2024

Research Intern

iMD Research Inc.
09.2021 - 04.2023

Data Analyst

Surex.com
06.2021 - 10.2022

Research Assistant

Toronto Metropolitan University
05.2021 - 04.2023

Specialist

Robi Axiata Limited
11.2012 - 11.2020

MASc - Computer Engineering

Toronto Metropolitan University

BSc - Electrical & Electronic Engineering

Bangladesh University of Engineering And Technology

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Md Mahmud Ferdous