Mahshid Jafarpour
Sr Machine Learning Scientist @Alberta Biodiversity Monitoring Institute
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WORK HISTORY
Sr Machine Learning Scientist @Alberta Biodiversity Monitoring Institute
Edmonton, AB, CA
EDUCATION
Petroleum University of Technology
Bachelor of Science (BS)
Georgia Institute of Technology
Master's degree
Sharif University of Technology
Master of Science (MS)
University of Alberta
Doctor of Philosophy (PhD)
MITx on edX
MicroMasters
ABOUT MAHSHID JAFARPOUR
End-to-end Data Scientist • Proficient in machine learning techniques using Python and statistical analysis in R • Proven coding experience in Python, Pyspark, SQL, R, and MATLAB • Deep learning techniques: FF, CNN, RNN, LSTM, NLP sentiment analysis, transformers and attention mechanism • Machine learning: clustering, GMM, EM, regression, classification, decision trees and Random Forest, SVM, Gradient Boosting Regression, AdaBoost, anomaly detection, • Experienced in advanced statistical analysis including linear regression, generalized linear models, General Additive Models, survival analysis, statistical testing and stochastic simulation • Experienced in Pythons libraries such as: numpy, pandas, sklearn, scipy, PyTorch, TensorFlow, Keras, xgboost, mlflow, re, nltk, lifelines, bokeh, seaborn, plotly, mlflow. • Experience in R packages: dplyr, ggplot2, car, MASS, lubridate, caret, glmnet, randomForest, survival, aod, leaps. • Experience in Microsoft Azure cloud services, Databricks, SQL Server Management Studio • Version control using Git and GitHub • Familiarity building data pipelines using ADF (Azure Data Factory), Synapse and Azure ML
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