Summary
Overview
Work History
Education
Skills
Profiles
Certification
Research Projects And Publications
Timeline
Hi, I’m

Nazmus Sakeef

Edmonton,AB

Summary

Dynamic educator specializing in data Analysis, visualization, engineering, and Machine Learning, bringing over 5 years of experience. Demonstrated expertise in developing and implementing predictive models, alongside proficiency in data cleaning and feature engineering using Power BI and Python. Recognized for delivering actionable insights through successful collaborations with industry partners and academic research initiatives. Aiming to leverage skills in a challenging role that fosters continued growth in data-driven decision-making.

Overview

4
years of professional experience
1
Certification

Work History

NorQuest College
Edmonton, AB

Machine Learning Instructor
08.2023 - Current

Job overview

  • Delivered lectures on the theoretical and practical implementation and deployment of Machine Learning, Deep Learning, Natural Language Processing, and Artificial Intelligence models with large-scale datasets.
  • Worked on Machine Learning and Data Analysis projects, collaborating with industry partners (Edmonton Food Drive) and organizations (NorQuest Space Utilization) for work-integrated learning.

Athabasca University
Athabasca, AB

Research Assistant
03.2023 - 08.2023

Job overview

  • Analyzed learners' cognitive engagement using NLP and ML techniques.
  • Applied deep learning frameworks to visualize cognitive presence in student posts.

University of Alberta
Edmonton, AB

Grad. Research Assistant
05.2021 - 04.2023

Job overview

  • Designed and applied machine learning and deep learning models for plant genotype classification.
  • Conducted data preprocessing, data analysis, plant data visualizaiton, and statistical evaluations.

Education

University of Alberta
Edmonton, AB

Master of Science from Computing Science
05-2023

University Overview

GPA: CGPA 4.00/4.00

Khulna University
Khulna, Bangladesh

Bachelor of Science from Computer Science and Engineering
01.2019

University Overview

GPA: CGPA 3.96/4.00 (Valedictorian)

Skills

  • Exploratory Data Analysis
  • Data Cleaning, Data Engineering
  • Power BI, Tableau
  • MS Office
  • Windows, macOS
  • Git, GitHub
  • Model Interpretation
  • Statistical analysis
  • SQL, MySQL, NoSQL
  • Database management
  • Agile Development
  • Python, C,
  • Machine Learning, Deep Learning
  • Natural Language Processing

Profiles

LinkedIn: https://www.linkedin.com/in/nazmus-sakeef-8453b5115/

GitHub: https://github.com/NazmusSakeef

Certification

  • Coursera Certification on Introduction to Data Science in Python.
  • Coursera Certification on Introduction to Applied Machine Learning in Python.
  • Coursera Certification on Neural Networks and Deep Learning.

Research Projects And Publications

  • Machine learning classification of plant genotypes grown under different light conditions through the integration of multi-scale time-series data., 2022-2023, Python, Computational and Structural Biotechnology Journal.
  • Detecting Cognitive Engagement in Online Course Forums: A Review of Frameworks and Methodologies. (NLP, ML, DL)
  • Food Drive Optimization in City of Edmonton (2023-Ongoing) (Data Collection, Preprocessing, Analysis, Visualization, collaboration with industry).
  • Space Utilization Optimization Problem in NorQuest (2024) (Data Collection, Preprocessing, Analysis, Visualization, collaboration with partners).
  • Cyberbullying Detection in Resource-Constrained Language.(Python), 01/2022 - 04/2022.

Timeline

Machine Learning Instructor

NorQuest College
08.2023 - Current

Research Assistant

Athabasca University
03.2023 - 08.2023

Grad. Research Assistant

University of Alberta
05.2021 - 04.2023

University of Alberta

Master of Science from Computing Science

Khulna University

Bachelor of Science from Computer Science and Engineering
Nazmus Sakeef