Mesmer G.Alfa

• Skilled in Python and C programming
• Machine learning frameworks: scikit-learn, TensorFlow
• Data analysis using Pandas and NumPy
• Proficient in Jupyter Notebook
• Shell Implementation : Operating Systems Course
• Designed and implemented a custom shell in C as part of the Operating Systems course
• Managed process creation, command execution, and implemented system calls
• Gained hands-on experience in concurrency, multithreading, and basic OS-level functionalities

Data Analysis Projects

• Developed a machine learning model using Python (scikit-learn, TensorFlow) to classify text documents
• Applied natural language processing (NLP) techniques such as tokenization and word embeddings
• Trained and optimized deep learning models (LSTMs, Transformers) to improve accuracy
• Built a neural network (CNN) using PyTorch to classify images into predefined categories
• Applied data augmentation techniques to enhance model generalization
• Trained the model on GPU-enabled environments for faster processing

• Machine learning frameworks: scikit-learn, TensorFlow

• Data analysis using Pandas and NumPy

• Proficient in Jupyter Notebook

Projects & Experience

Shell Implementation – Operating Systems Course

• Designed and implemented a custom shell in C as part of the Operating Systems course

• Managed process creation, command execution, and implemented system calls

• Gained hands-on experience in concurrency, multithreading, and basic OS-level functionalities

Data Analysis Projects – Self-Study

• Conducted exploratory data analysis (EDA) on various publicly available datasets using Pandas and NumPy

• Implemented basic machine learning algorithms for predictive tasks