Stuff I've Built So Far
NormanPD Incident Insight Visualizer
A web platform to process, augment, and visualize police incident reports with 7 detailed visualizations and downloadable data insights.
Clinical Trial Recruitment
Analyzed Reddit data with sentiment analysis and AI-generated personalized messages for recruiting participants in diabetes-related clinical trials.
Fine-tune Weak LLMs for Accurate Extraction of SDOH
Developed and fine-tuned a GPT-2 model to extract SDoH from clinical records, achieving 85.56% accuracy and outperforming state-of-the-art methods.
Data Censoror
Automates sensitive data redaction using regex, spaCy, and Google Cloud NLP, ensuring privacy in documents such as police reports and medical records.
Design of Efficient Classification Model for Paramecium and Hydra
Improved classification accuracy using GANs to balance datasets and Inception model for superior performance with 96.49% accuracy.
Gator Taxi System Project
Optimized ride-hailing operations using advanced data structures, reducing request management time complexity from O(n) to O(log n).
Portfolio
A portfolio website inspired by VSCode, designed to showcase my projects, experiences, education, and skills to fellow developers and potential recruiters.