J. Kristopher Andre
Data Visualization & Environmental Analytics
I'm a self-taught developer and data analyst with a Bachelor of Science in Biology from George Mason University. I combine scientific research methods with modern data visualization techniques to tackle complex challenges in urban ecology and conservation. My skills extend to graphic design, where I create custom logos and visuals for my projects.
My approach is straightforward: when faced with a new challenge, I actively seek out the knowledge and resources needed to solve it. This self-directed learning style has enabled me to rapidly adapt and expand my technical toolkit, from GIS systems to full-stack development.
Through my independent research and freelance work, I've developed expertise in data analysis, visualization, and automation, successfully applying these skills to both scientific research and business optimization.
Skills & Expertise
Scientific Analysis & Research
- Data Analysis & Visualization
- Geographic Information Systems
- Environmental Data Analysis
- Statistical Analysis
- Research Methodology
- Pattern Recognition
Development & Technical
- JavaScript & Web Development
- Python for Data Processing
- Database Management
- API Development
- Automated Testing
- Process Automation
Tools & Technologies
- Firebase & Cloud Services
- Advanced Excel Analysis
- Version Control (Git)
- GitHub Copilot
- VS Code & Extensions
- Analytics Platforms
Research & Professional
- Urban Ecology Analysis
- Biodiversity Assessment
- Research Documentation
- Data Collection Protocols
- Scientific Project Management
- Technical Documentation
Visual Design
- Custom Logo Design
- Project Visual Identity
- Graphic Design Tools
- Brand Development
- Visual Communication
- Design Systems
Projects
Fairfax County Urban Biodiversity Dashboard
Interactive dashboard analyzing and visualizing urban biodiversity patterns across Fairfax County, featuring real-time data integration and environmental metrics tracking.
OneStone Avian Fatality Tracker
Interactive GIS platform tracking avian mortality across the DMV area, featuring real-time data collection, advanced filtering, and comprehensive analytics.
RiskSentry ML
A machine learning demonstration project showcasing end-to-end ML implementation for transaction risk analysis. Features a Random Forest Classifier model, RESTful API, and interactive visualization dashboard.
PPalytics
A comprehensive browser-based analytics dashboard transforming PayPal transaction data into actionable business insights, featuring interactive visualizations and privacy-focused processing.
Experience
Data Visualization Developer
Independent Projects
2023 - Present
- Developed OneStone Avian Fatality Tracker, a GIS-based platform managing 5,000+ data points
- Created Fairfax County Urban Biodiversity Dashboard using Python and D3.js
- Implemented real-time data processing and visualization systems
- Designed automated data collection and validation pipelines
- Built interactive mapping solutions using Leaflet.js and custom clustering algorithms
Digital Business Analytics
Self-Employed
January 2020 - Present
- Developed custom Excel-based business management system reducing operational overhead by 85%
- Created and maintained comprehensive database using advanced Excel functions and Power Query
- Implemented data-driven decision making resulting in 30% year-over-year growth
- Designed automated systems for tracking and analyzing business metrics
Independent Research Assistant
George Mason University
January 2021 - 2023
- Conducted independent botanical research utilizing university herbarium facilities
- Extracted and digitized data from >4000 North American herbarium specimens
- Collaborated with peer researchers to analyze ecological patterns
- Developed standardized protocols for specimen annotation and digitization
- Research manuscript in progress, temporarily paused pending additional data analysis
Education
George Mason University
August 2018 - May 2022
- Bachelor of Science - Biology, General
- Focus on data analysis and ecological research methods
- Developed strong foundation in statistical analysis and research methodology