Ammar Sidhu Email & Phone Number
@cartovista.com
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Who is Ammar Sidhu? Overview
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Ammar Sidhu is listed as Data Analyst at Environics Analytics, a company with 221 employees, based in Greater Toronto Area, Canada, Canada. AeroLeads shows a work email signal at cartovista.com and a matched LinkedIn profile for Ammar Sidhu.
Ammar Sidhu previously worked as Geographic Information Systems Analyst at Cartovista and Grading Assistant & Exam Invigilator at Toronto Metropolitan University. Ammar Sidhu holds Bachelor Of Science - Bs, Applied Statistics And Geographic Information Systems (Gis) from University Of Toronto.
Email format at Environics Analytics
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About Ammar Sidhu
Hey, it’s Ammar. I am a Data Analyst at Environics Analytics and Masters of Spatial Analysis Student at the Toronto Metropolitan University. My interests lie in the intersection of data analysis, statistics and geographic information systems to solve business problems.Check out my portfolio: https://www.ammarsidhuportfolio.ca/
Ammar Sidhu's current company
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Ammar Sidhu work experience
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Geographic Information Systems Analyst
Grading Assistant & Exam Invigilator
- Graded and provided feedback on written analysis and visualizations conducted by undergraduate students for term papers.- Invigilated exams for undergraduate students.
Gis & Data Analyst
Implemented a recommendation tool using multi-criteria decision analysis to suggest suitable locations for EVP signals throughout the city of Toronto.
Data Science Intern
Undergraduate Research Analyst
- Automated Landuse/Landcover (LULC) Mapping of the Toronto and Region Conservation Authority (TRCA) with Classification Machine Learning Algorithms.
- Created a training dataset in QGIS by sampling over 1000 pixels with stratified random sampling based on the 16 LULC classes (e.g. Industrial, Forestry, Water) that are within the TRCA boundaries.
- Used Sentinel-2 Satellite Imagery's Spectral, and Visible Bands (10m Spatial Resolution - best available resolution for free) as predictor data and ensured that imagery was free of cloud-cover.
- Trained Linear (Support Vector Machine) and Ensemble Classification (Random Forest, Gradient Tree Boosting, and CART) algorithms with Scikit-Learn, and the Earth Engine Python API to classify the TRCA.
- Achieved a testing data accuracy of 74% on the Random Forest Model through leveraging Hyperparameter Tuning.
- Concluded that sampling more training/testing data points (up to 100,000 LULC pixels) will yield a significantly higher accuracy despite spectral similarity between classes and that machine learning is much more.
Data Entry Clerk
- Assisted Customs Officers with entering parcel information using excel spreadsheet automation formulas to sort mail for delivery.
- Resulted in a 25% increase in mail distribution times during the COVID-19 pandemic.
Colleagues at Environics Analytics
Other employees you can reach at environicsanalytics.ca. View company contacts for 221 employees →
Jakobi Lee
Colleague at Environics AnalyticsNorth York, Ontario, Canada, Canada
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Victor Pozdniakov
Colleague at Environics AnalyticsCanada, Canada
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Peter Miron
Colleague at Environics AnalyticsToronto, Ontario, Canada, Canada
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Allen Davidov, Mba, Cm.
Colleague at Environics AnalyticsToronto, Ontario, Canada, Canada
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Anna Brooker
Colleague at Environics AnalyticsToronto, Ontario, Canada, Canada
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Emily Kuzan
Colleague at Environics AnalyticsToronto, Ontario, Canada, Canada
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Andrew Ingraldi
Colleague at Environics AnalyticsVaughan, Ontario, Canada, Canada
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Brigitte Vitali
Colleague at Environics AnalyticsCanada, Canada
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Joseph Ng Chow
Colleague at Environics AnalyticsToronto, Ontario, Canada, Canada
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Khadija Mala
Colleague at Environics AnalyticsToronto, Ontario, Canada, Canada
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Ammar Sidhu education
Bachelor Of Science - Bs, Applied Statistics And Geographic Information Systems (Gis)
Master'S Degree, Spatial Analysis
Frequently asked questions about Ammar Sidhu
Quick answers generated from the profile data available on this page.
What company does Ammar Sidhu work for?
Ammar Sidhu works for Environics Analytics.
What is Ammar Sidhu's role at Environics Analytics?
Ammar Sidhu is listed as Data Analyst at Environics Analytics.
What is Ammar Sidhu's email address?
AeroLeads has found 1 work email signal at @cartovista.com for Ammar Sidhu at Environics Analytics.
Where is Ammar Sidhu based?
Ammar Sidhu is based in Greater Toronto Area, Canada, Canada while working with Environics Analytics.
What companies has Ammar Sidhu worked for?
Ammar Sidhu has worked for Environics Analytics, Cartovista, Toronto Metropolitan University, Toronto Fire Services, and Data Glacier.
Who are Ammar Sidhu's colleagues at Environics Analytics?
Ammar Sidhu's colleagues at Environics Analytics include Jakobi Lee, Victor Pozdniakov, Peter Miron, Allen Davidov, Mba, Cm., and Anna Brooker.
How can I contact Ammar Sidhu?
You can use AeroLeads to view verified contact signals for Ammar Sidhu at Environics Analytics, including work email, phone, and LinkedIn data when available.
What schools did Ammar Sidhu attend?
Ammar Sidhu holds Bachelor Of Science - Bs, Applied Statistics And Geographic Information Systems (Gis) from University Of Toronto.
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