Abdul-Muizz Kelani
Machine Learning Engineer/Data Scientist.
Toronto,Ontario
Summary
Motivated machine learning engineer with skills in data mining and algorithms and 2 years of experience. Seeking to improve Machine learning models and replicate same level of success achieved at the University of Guelph developing and implementing anomaly detection models with an improved detection rate of 75%.
Overview
3
3
years of professional experience
2
2
Certifications
Work History
Machine Learning Researcher
University Of Guelph, Ontario
GUELPH, Ontario
05.2022 - Current
- Led the development and implementation of deep learning models to classify and detect anomalies through the use of Transfer Learning technique increasing detection rate by 75%.
- Used python to develop machine learning algorithms such as Decision Tree, Linear and Logistic Regression, Multivariate Regression, NLP(Natural Language processing), Naive Byes, Random Forest, Gradient Boosting, XG Boost, K-means and KNN based on Unsupervised/Supervised model that helps in decision making using Keras, Tensorflow and SKlearn.
- Performed Data cleaning, features scaling and features engineering using Pandas and Numpy packages in python 2.x/3.x.
- Used python on different data transformation and validation techniques like dimensionality reduction using principal component analysis(PCA) and factor analysis.
- Performed model validation using test and validation sets via k-fold cross validation and statistical significance testing.
Product Designer, Contract
StudyInc
Toronto, ON
06.2021 - 12.2021
- Led the creation of user flow ,site map, wireframes,Hi-Fi design ,mockups, colour palette, logo ,web + native mobile designs using the design tool Figma.
- Analyzed user feedback to gather input and identify areas required for improvement.
- Performed Data Analysis, Task Analysis, Persona Hypothesis, A/B Testing and Experiment.
- Collaborated closely with product manager, developers, researchers and marketing team.
Teaching Assistant
University Of Guelph, Ontario
GUELPH, Ontario
09.2020 - 05.2023
- • Python Programming: Delivered a weekly tutorial class for 60 students to expand on concepts related to lecture material
- Held office hours and problem solving sessions 12 hrs/week for 200+ students to go over OOP programming, data structures, algorithms, and functional programming.
Education
Master of Science - Computer Science
University of Guelph
Guelph, ON 05.2001 -
Bachelor of Technology - Computer Science And Engineeing
Jawaharlal Nehru Technological University
Kakinada, India 05.2001 -
Skills
Python
Data structures
Data Modeling
Predictive Modeling
Regression
Classification
Clustering Models
Tensorflow
Pytorch
Keras
Numpy
SciKit Learn
Unit Testing and CI/CD
Machine Learning Technology
Explanatory Analysis
Natural Language processing
C
C
ChatGpt
Blockchain Technology
Data Visualization
Maintenance and Repair
Certification
The Complete python Bootcamp by Offered Dr Angela Yu.
Timeline
Machine Learning Researcher
University Of Guelph, Ontario
05.2022 - Current
Deep learning offered by Braintank
02-2022
Product Designer, Contract
StudyInc
06.2021 - 12.2021
The Complete python Bootcamp by Offered Dr Angela Yu.
03-2021
Teaching Assistant
University Of Guelph, Ontario
09.2020 - 05.2023
Master of Science - Computer Science
University of Guelph
05.2001 -
Bachelor of Technology - Computer Science And Engineeing
Jawaharlal Nehru Technological University
05.2001 -