Data Science Analyst Intern

URVISH RAVAL

Buffalo, NY(open to relocate) ***************@*****.*** +1-716-***-****

EDUCATION

Buffalo State University, The State University of New York Buffalo, NY Master of Science - Data Science & Analytics August 2023 - May 2025 Gujarat University Gujarat,India

Master of Science - Geoinformatics June 2019- May 2021 R.G Shah Science College Gujarat,India

Bachelor of Science - Physics July 2016 – March 2019 WORK EXPERIENCE

GoBike Buffalo, NY

GIS Analyst Intern Feb 2025 - May 2025

● Developed a GIS geodatabase mapping the complete sidewalk network for the Towns of West Seneca and Orchard Park.

● Created a detailed GIS layer highlighting gaps where roadways lacked adjacent sidewalks on both sides.

● Classified and digitized sidewalk presence using satellite basemaps in QGIS for spatial analysis.

● This contributed to public safety planning by identifying infrastructure gaps to prioritize sidewalk improvements. Geosafe Technologies Pvt. Ltd Gujarat,India

GIS Operator July 2021- January 2023

● Conducted research to expand GPS and geospatial datasets and maintained organized inventory systems.

● Developed dashboards and performed statistical analysis using hypothesis tests, ANOVA, and regression.

● Supported fleet monitoring solutions compatible with GPS devices, offering journey history and remote control.

● Built a mobile tracking application with offline data storage and auto-sync upon internet reconnection.

● Improved fleet tracking efficiency by 25% through integration of GPS-compatible solutions and real-time monitoring tools, contributing to a 15% reduction in response time and enhanced service delivery. BISAG-N Gujarat,India

GIS developer Intern Feb 2021- May 2021

● Developed a QGIS plugin for spatial-temporal data visualization to enhance decision-making using geospatial trends.

● Integrated Python scripting within QGIS to automate map layer generation and temporal filtering.

● Tested and refined plugin features to ensure usability and compatibility across different spatial datasets.

● Collaborated with GIS professionals to gather requirements and deploy the plugin for institutional use. PROJECT

Airbnb Analytics: Preparing Data for Insightful Analysis

● Cleaned and structured Airbnb listing data across 15+ cities, preparing it for exploratory analysis and machine learning workflows.

● Resolved missing data using KNN imputation techniques, improving overall data completeness by 4x.

● Streamlined 12+ columns with mixed types and engineered new features (e.g., price-to-room ratio), enhancing model interpretability.

● Reduced preprocessing time by 40 mins per iteration through optimized outlier detection & feature encoding methods.

SKILLS & TOOLS

Skills: Spatial-Temporal Data Visualization, Sidewalk Network Mapping, Gap Analysis, Geodatabase Design, Spatial Joins, Layer Styling, Hypothesis Testing, ANOVA, Regression, Market Analysis, Risk Management, Cost Reduction Strategies, Dashboard Design, Plugin Development in Q-GIS using Python, Data Structure & Algorithms, Machine Learning Basics, Supply Chain Management, Strategic Sourcing, Inventory Management, Demand Planning, Contract & Supplier Management, Process Automation, Lean Six Sigma Methodology, Cost Efficiency Improvements, Technical Documentation, Report Generation, Stakeholder Communication Tools: Q-GIS, ArcGIS, SQL, ArcGIS-Pro, Jira,Qt Creator, LaTeX, Google Workspace, Microsoft Office (Excel, Word, PowerPoint, Outlook),Google Earth Engine, MapInfo

Programming Languages: Python, C++, C

Certifications: Health GIS Geoinformatics IIRS(ISRO), Basic Principles of Remote Sensing Technology IIRS(ISRO), Global Navigation Satellite System & Its Application (ISTAR)

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