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Vraj Pandya

@vrajpandya

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Data analyst with expertise in machine learning and geospatial analysis.

Canada

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What I'm looking for

I am looking for a role that challenges my analytical skills and offers opportunities for growth in a collaborative environment.

I am a dedicated data analyst currently pursuing my Master’s in Applied Computing at Wilfrid Laurier University. My academic journey has equipped me with a strong foundation in quantitative research and data analysis, complemented by hands-on experience in various analytical roles. I have a proven track record of utilizing advanced machine learning techniques to derive actionable insights from complex datasets.

In my recent role as a Research Assistant, I worked extensively with LandSAT satellite datasets, employing deep learning models to achieve over 95% accuracy in pixel classification tasks. My experience spans across multiple industries, including healthcare and e-commerce, where I have successfully optimized user journeys and enhanced website performance metrics. I am passionate about leveraging data to drive decision-making and am currently in the process of publishing my research findings.

Experience

Work history, roles, and key accomplishments

Current

Research Assistant

Current

Wilfrid Laurier University

Dec 2023 - Present (1 year 6 months)

Conducted geospatial analysis using deep learning on LandSAT satellite datasets. Implemented pixel classification with Python and various CNN architectures, achieving high accuracy metrics. Contributed to OpenStreetMaps and is in the process of publishing a related paper.

Geospatial Deep Learning Python Keras TensorFlow OpenStreetMap Data Visualization

Data Analyst

Inclusivity Institute for Better Data

Feb 2024 - Dec 2023 (-1 years 10 months)

Scraped and processed data from StatsCanada to analyze renting prices based on ethnicity, age, and gender. Enhanced website analytics with MapBox and PowerBI, resulting in a significant increase in user engagement.

Data Processing Mapbox Power BI User Engagement Data Classification Statistical Analysis

Marketing Data Analyst

Tatvic Analytics

Jan 2023 - Sep 2023 (8 months)

Analyzed user journeys across various sectors to optimize demand generation. Utilized Google Analytics, Python, and BigQuery to create custom dashboards, leading to improved website performance metrics.

User Journeys Google Analytics Python BigQuery Dashboards Demand Generation Performance Metrics Cohort Analysis

Data Analyst

UserExperior

Aug 2022 - Dec 2022 (4 months)

Analyzed application log data to identify issues affecting user experience. Utilized various tools to create reports that helped reduce application outages significantly.

Python PostgreSQL Hive User Experience Reporting

Data Analyst Intern

Indian Space Research Organization (ISRO)

Sep 2021 - Jan 2022 (4 months)

Conducted spatial data analysis on INSAT-3D satellite data, focusing on cloud formations. Developed Python scripts for data conversion and visualization, producing reports on environmental correlations.

Spatial Analysis Python Time Series Analysis Data Visualization Cloud Reporting