CS undergraduate building things from scratch to understand them from within.
Deep interest in ML, AI security, and systems that actually work at the low level.

Right now I'm focused on ML fundamentals — building regression and classification models from first principles, completing Andrew Ng's ML Specialization, and exploring how LLMs can be secured and extended.

Languages

ML / Data

Linear & Logistic Regression · Gradient Descent · Decision Trees · XGBoost · Feature Selection · Supervised Learning

Web / Backend

CS Concepts

Data Structures & Algorithms · OOP · Socket Programming · SSL/TLS · RBAC · File I/O · REST APIs

Tools

"Build from scratch. Understand from within."