๐ Hi there! I'm Rhino-byte
Welcome to my GitHub profile! I'm a passionate developer and data analyst who loves diving into complex projects that bridge the gap between code and real-world insights. Hereโs a bit about me and what Iโm working on:
๐ About Me
I'm an enthusiastic learner and developer interested in Machine Learning, Data Analysis, and Computer Vision. Whether itโs unraveling insights from aviation data, exploring the relationship between movie genres and performance metrics, or implementing trading strategies in cryptocurrency markets, I thrive on using data to make informed decisions and drive impactful results.
๐ฑ Recent Projects
Recommendation system notebook here ๐๐ฟ
Film Genre Analysis notebook here ๐๐ฟ
- Exploring the relationship between various movie genres and their performance metrics. Implemented a recommendation system to help predict user experience with movies similar to what they like
Businesses aim to personalize user experiences in a data-driven world to boost engagement, satisfaction, and revenue. For a movie streaming platform, a recommendation system can provide tailored suggestions based on user preferences and behavior. This project focuses on building a movie recommender system using collaborative filtering, matrix factorization, and a hybrid model to enhance recommendation quality and precision, ultimately improving user experience and platform engagement.
Cryptocurrency GARCH Strategy notebook here ๐๐ฟ
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Competing to beat the top-performing model's accuracy in this milestone computer vision project.
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Aviation Safety Analysis: Using NTSB data to assess the safety and efficiency of aircraft models for acquisition purposes.
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Time Series Model Comparison: Testing and ranking SARIMA, GARCH, NGARCH, and other models to find the best fit for forecasting.
๐ ๏ธ Skills
- Languages: Python, R, SQL, LaTeX
- Libraries: TensorFlow, Pandas, NumPy, Matplotlib, Statsmodels, tidyverse, ggplot, performance, Forecast, zoo
- Databases: SQLite
- Tools: Git, GitHub, Kraken API, Jupyter Notebooks, Rstudio
๐ Let's Connect
- GitHub: @Rhino-byte
- LinkedIn: www.linkedin.com/in/nsavins
- Email:[๐ฉ] [email protected]