As a Machine Learning Intern at Hard Shell Technologies, I spearheaded the development and optimization of machine learning models across various projects. I collaborated with senior engineers to enhance algorithms, which significantly improved the predictive accuracy and overall performance of our models. I conducted comprehensive data collection, preprocessing, and analysis to ensure high-quality datasets, laying the foundation for robust model development. One of my key contributions was… Show more As a Machine Learning Intern at Hard Shell Technologies, I spearheaded the development and optimization of machine learning models across various projects. I collaborated with senior engineers to enhance algorithms, which significantly improved the predictive accuracy and overall performance of our models. I conducted comprehensive data collection, preprocessing, and analysis to ensure high-quality datasets, laying the foundation for robust model development. One of my key contributions was improving a model's accuracy by 15% after fine-tuning its architecture and hyperparameters. This directly impacted the effectiveness of client solutions and reduced processing times by 20%. My experience allowed me to gain hands-on expertise in Python, TensorFlow, and Keras, while also teaching me how to thrive in a fast-paced, AI-driven environment. Show less