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Hello friends šŸ‘‹, Iā€™m Ammar.

  • šŸŽ“ I'm a fourth-year student at the University of Toronto double majoring in Applied Statistics & Geographic Information Systems (GIS) with a minor in Mathematics

  • šŸ‘€ Iā€™m interested in the intersection of Spatial Data Science with Machine Learning Algorithms in GIS & Remote Sensing Analysis

  • šŸŒ± Iā€™m currently learning how to leverage Python's Data Science stack to solve structured and unstructured data problems through coursework and self-study

  • šŸ“ˆ Data Science Proficiences: Data Preprocessing, Data Visualization, Regression, Classification, Clustering, Deep Learning, & Web Scraping

  • šŸŒ GIS & Remote Sensing Proficiences: Geoprocessing, Spatial Statistics, Cartographic Design, Georeferencing, Landcover Analysis, Time Series Analysis & Change Detection

  • šŸ“­ If you'd like to contact me, feel free to message me on my email or linkedin

  • šŸ“ Check out my Portfolio Projects here - Portfolio

Technical Skills

I have experience in:

  • Data Analysis & Visualization - Python (NumPy, Pandas, Matplotlib, Seaborn, BeautifulSoup), R (Tidyverse, Terra), SQL (MySQL)
  • Machine Learning & Deep Learning - Sciki-Learn, TensorFlow, Keras,
  • GIS & Remote Sensing - ArcGIS Pro (ArcPy, ModelBuilder, Storymaps), Google Earth Engine (JavaScript), QGIS, ERDAS Imagine

Languages & Tools

Ammar Sidhu's GitHub Stats Mosed Used Languages

Ammar Sidhu's Projects

g2m-insight-cab-investment icon g2m-insight-cab-investment

Leveraging Exploratory Data Analysis and Regression Modeling to help the XYZ Investment firm decide which Cab Company is most to invest in.

heartdiseaseclassification icon heartdiseaseclassification

Binary Classification on Heart Disease Data from the Cleveland Database in the UCI Machine Learning Repository.

nuclearbombclassifier icon nuclearbombclassifier

Developed a nuclear bomb deployment method classifier using machine learning on imbalanced data.

salaryprediction icon salaryprediction

Employee Salary Prediction with Regression Models given Job Description.s

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