My name is Sari, a Data Scientist with a background in Process Design and Client Services! I am passionate on telling a story with data, and using Machine Learning and AI to improve lives on a community scale.

A fun fact about me: I am a Brazilian Jiu Jitsu blue belt, and I enjoy working out and sparring when I get the opportunity!

I'm currently expanding my skillset by learning JS for both frontend and backend!

Python | R | SQL | HTML | JS

NumPy | Pandas | SciPy | Statsmodels

Tableau | Matplotlib | Plotly | Seaborn

Scikit-learn | TensorFlow | Keras | PyTorch | XGBoost | NLTK | Recommender Systems | Deep Learning | Clustering | Time Series Forecasting

Hypothesis Testing | A/B Testing | Regression | Classification

AWS | Spark | Hadoop | Hive | Docker | Postman

GitHub | Git

Forest Fire Prediction Model: This project focuses on using data science to anticipate forest fires, which are becoming more frequent and dangerous due to rising temperatures. By predicting these fires, communities can better prepare and manage the associated risks. The project utilized Decision Tree and Random Forest models, achieving decent accuracy by examining different sets of features. Learn more

Football Possession Analyzer: This project uses YOLOv5's pretrained model to measure the possession of a football between two teams. The YOLO model was fine tuned to be able to detect players, referees and the ball in the pitch. This project was done as a way for me to better understand computer vision models, and explore their use cases. Learn more