Syed Bilal Afzal's repositories
Mathematical-Modelling-of-a-DC-Motor
3D-printed InMoov arm powered by MG996R motors, controlled by Arduino UNO, offers affordable prosthetics solution. Project features Python-based motor dynamics simulation, elucidating current-to-rotation conversion. Highlight: Graph of voltage vs. terminal velocity, showcasing voltage impact on performance.
Analysis-of-Machine-Learning-Models
An independent research analysis using Machine Learning in Python to classify cosmic gamma-rays and hadronic cosmic-ray backgrounds in telescopic data. The study explores algorithms like SVM, Logistic Regression, Naive Bayes, KNN, and Neural Networks, emphasizing data pre-processing, optimization, and results interpretation.
Neural-Network-from-Scratch-in-Python
Building neural networks in raw Python
NeuroHack-2024
This interactive and educational game introduces kids to the complexities of neuroscience through mixed-reality gameplay. Players embark on a journey as a microglia cell, navigating through the brain to protect neurons from viruses, showcasing the importance of various cell types in brain function. The game combines fun with learning.
eng-intern-assessment-data
A Starter repo for Shopify Data Eng Intern Assessments
llama_index
LlamaIndex (GPT Index) is a data framework for your LLM applications