- 🎓 I completed a M.S. in Applied Artificial Intelligence (AI) in 2024
- 👨💼 I previously completed a Master of Business Administration (MBA) program
- 💻 I also have undergraduate degrees in Computer Information Systems and Liberal Arts & Sciences
- 💼 I have an extensive background in Information Technology, providing services in various industries
- Critical Infrastructure/Defense, Steel Manufacturing, Banking/Financial Services, Education
- 💬 Ask me about AI, Machine Learning, Neural Networks, Deep Learning, Computer Vision, and Natural Language Processing
- You can also ask me about my dog, Booker! 🐕
- ⚡ Fun fact: I'm currently learning to play the piano 🎹
- https://github.com/jeraimondi/aai-capstone-ai-content-detector - Capstone Project developing AI content detector to distinguish between AI and human-generated text. My focus is on developing a custom PyTorch
transformer model architecture. Responsibilities include model design, training, evaluation, and optimization, as well as development and deployment of 
web application using Docker 
containerization on Azure 
. - https://github.com/jerm914/Job-Site-Safety---AAI-540 - MLOps project, defining a business problem to improve job site safety and building an end-to-end ML system on AWS
, including CI/CD pipelines to provide automation to the overall process. We opt to use Amazon SageMaker Script Mode instead of choosing an available algorithm, which allows us to incorporate the customization needed to operationalize an Ultralytics YOLOv8 
model for object detection using the PyTorch framework and containers. - https://github.com/jeraimondi/aai-cv-obj-detect-fashion - Computer vision (object detection) project, detecting fashion objects using multiple model architectures. My area of focus is on RetinaNet using TensorFlow
and KerasCV 
, as well as the development of a web application using Streamlit 
. - https://github.com/snagalingam/generative-chatbot - Natural Language Processing project, developing an advanced generative chatbot using a transformer-based model architecture. We use a GPT-2 model, fine-tuning for a specific dataset related to Ubuntu chat dialogue. I also work on development of a web application using Gradio
and host it on Hugging Face 🤗. - https://github.com/jeraimondi/aai-nn-classification-composer - Neural Networks and Deep Learning project, with the task of classifying the Classical composer of a given piece. Musical scores are converted into Musical Instrument Digital Interface (MIDI) digital file format in order to programmatically extract different features. We use Keras sequential and functional APIs to build both Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) (with multiple inputs) model architectures.
