Building a LLM from Scratch
INPROGRESS
INPROGRESS
Assisted in teaching a graduate-level Natural Language Processing course, covering foundational models to modern machine learning and AI architectures, wh...
Achieved a 99.9% increase in efficiency by reducing time-to-delivery for new data pipelines from thousands of hours to minutes. Developed a Python scrip...
Served as a Teaching Assistant for CNT 4104 Computer Networks Lab for IT, focusing on the OSI model and network protocol implementation. Guided students...
Conducted innovative research on healthcare network infrastructure vulnerabilities, leveraging machine learning techniques to analyze and predict network ...
Designed and developed a responsive, multi-device compatible website for the USF Quantum Initiative using HTML, CSS, and JavaScript. Implemented ADA com...
This project utilizes OpenAI’s API along with certain python libraries to allow you to use ChatGPT wherever you are typing. You can prompt an LLM at the push...
Developed BUS (Bootstrapped Model UpScaling), an innovative method combining nGPT architecture with fractional HyperScaling to enhance Large Language Mode...
Collected, cleaned, and analyzed a dataset of classic philosophical texts using GPT-2, demonstrating proficiency in natural language processing and data p...
Developed an academic machine learning replication paper that improved upon and scrutinized a state-of-the-art model’s performance on the Stanford Natural...
Led a team in developing a deep reinforcement learning agent for SuperTux Ice Hockey, implementing a Deep Q Network (DQN) algorithm using PyTorch. Achie...
Fine-tuned an NLP model that surpassed previous state-of-the-art performance in text skimming tasks. Achieved significant improvements over the proposed...
Led a team in developing a comprehensive inventory management website for store owners, showcasing project management and leadership skills. Architected...
Developed a Convolutional Neural Network (CNN) to classify images from the CIFAR-10 dataset, demonstrating proficiency in deep learning and computer visio...
Developed a comprehensive suite of 6 algorithms to tackle the Traveling Salesman Problem (TSP), a classic NP-hard optimization challenge: