- 👨🔬 Proud science nerd who spent years thinking about how geology🪨, biology🌳, and water💧 interact
- 🔄 Pivoted career to focus on what underlies all scientific inquiry: data!
- 🧪 I employ a scientific- and data-focused approach to solve problems using data analytics📊
- 🐣 ➡ 🦅 I love working on the full insights lifecycle, from research to analysis to modeling to reporting
- 🌐 My focus is on solving geospatial problems using a mix of open source tools and applications
- Sustainability Insights
- Python-based project centered on gleaning insights from mining emissions datasets sourced from Climate TRACE
- Python tools used: Numpy, Pandas, DuckDB, and Matplotlib
- A Tableau Public Story was created to show which companies are most responsible for the world's mining emissions
- I wrote an Executive Summary which explains my workflow and conclusions
- Python-based project centered on gleaning insights from mining emissions datasets sourced from Climate TRACE
- ClassiFIRE
- Python- and QGIS-based wildfire prediction model
- Python tools used: Numpy, Pandas, Matplotlib, Seaborn, Scikit-Learn, Tensorflow
- Presentation of my findings
- Executive Summary of my work
- Python- and QGIS-based wildfire prediction model
- Potential Talents
- Python-based NLP project designed to utilize Learning-To-Rank systems to organize job candidates based on their similarity to particular terms
- Visualization techniques used: histograms, boxplots, bar charts, choropleth map, word cloud
- Python tools used: Text embedding (Tfidf, Word2Vec, GloVe, fastText, SBERT), Scikit-Learn's Cosine Similarity, RankNet with PyTorch, LambdaRank with LightGBM
- Python-based NLP project designed to utilize Learning-To-Rank systems to organize job candidates based on their similarity to particular terms
As a data professional, I employ the latest data techniques to uncover insights. I am skilled in:
- Research: With my science mindset, I know how to bring in external data in to enrich the analysis
- Reporting: My years as a researcher and consultant have taught me how to communicate effectively
- Data Manipulation: Need help preparing the data? I'll utilize Pandas, DuckDB, SQL queries, and Polars
- Visualization: Want some figures? I can use Python (Matplotlib, Seaborn), Tableau, R (ggplot2), or Excel
- Business Intelligence Tools: Did I mention Tableau? Let's talk about how I can build dashboards for you
- Python for Data Analysis and Machine Learning: Scikit-learn, Tensorflow, and Jupyter are my home
- Predictive Modeling: Using Hyperopt and Optuna, I have tuned countless algorithms on varied datasets
- Deep Learning: How about neural networks? I have used Tensorflow to analyze satellite imagery
- GIS: Want to know "where"? I use my geospatial skills in Esri's ArcGIS Pro, QGIS, and PostGIS to solve it
- Statistics: Want to know "why"? I use Python's Statsmodels to figure that out
- Natural Language Processing: I am skilled in NLP and can help you perform text or sentiment analysis
