Welcome to my personal space for personal & professional growth. Here you will find a mix of technical insights, some personal stories and various other topics that pique my interest.
Recent posts
Learning to program in Rust by building my own shell
Learn about parsing commands, executing own programs and more in Rust.
Evaluating ML Models: Cross Validation, Confusion Matrix, Bias–Variance
Concise notes on cross validation, confusion matrices, sensitivity/specificity, and the bias–variance tradeoff for practical model evaluation.
Statistical Foundations of Machine Learning
Notes on mutual information, least squares, linear regression, R^2, F-statistics, p-values, multiple regression, t-tests, and ANOVA.
Projects
Tradezi: A virtual trading application
Tradezi is a virtual trading platform that allows users to invest in real stocks with virtual money, facilitating learning of market trends and strategies while showcasing a complete DevOps pipeline implementation.
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The Physics Hub
The Physics Hub is an open source physics simulations project that was developed by physics students worldwide and aimed to deliver clear and easy to understand physics simulations free for everyone!
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Discussion Analyzer for a Precision Learning Portal
In the Precision Learning Portal project, developed a scalable, personalized social learning platform by creating a user interface (UI) including essential functionalities such as question and answer fields, upvote options, and tools for Teaching Assistants (TAs) to verify content. Implemented APIs to assess discussions and manage inactive threads, along with scripts to utilize data for model retraining and identify potential interveners.