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Academic & Personal Projects

Research projects, senior capstone work, and personal development initiatives

Senior ProjectProject Leader

QuickSeg - Brain PET Scan Segmentation

2022 - 2023

Deep reinforcement learning-based automatic segmentation of brain PET scans for Alzheimer's research. Led the project from conception through implementation.

Key Achievements

  • Developed Deep Reinforcement Learning models for automated segmentation
  • Planned majority of features and technical architecture
  • Led biweekly meetings with team members and advisors
  • Presented findings to faculty and medical research professionals

Technologies Used

PythonTensorFlowPyTorchDeep RLComputer VisionMedical ImagingNumPy
Project Presentation
Academic ProjectTechnical Lead

Zooarchaeological Material Recognition

2022

Funded research project for digitization and AI-powered classification of zooarchaeological materials at FAU's Zooarchaeology Lab.

Key Achievements

  • Developed 3D scanning and photogrammetry pipeline for artifact digitization
  • Designed and implemented SQL database (MySQL) for specimen data management
  • Developed and trained CNN models to classify animal vertebrae
  • Created data preprocessing and augmentation pipelines

Technologies Used

PythonTensorFlowCNNMySQL3D ScanningPhotogrammetryComputer Vision
View Code on Colab
Academic ProjectLead Developer

ThinkSpace

2021

Group chat application featuring an integrated LLM assistant that can be messaged within the chat. Built with modern web technologies and deployed to Firebase.

Key Achievements

  • Designed and implemented real-time group chat functionality
  • Integrated LLM assistant directly into group conversations
  • Built responsive UI for seamless chat experience
  • Deployed production application with Firebase hosting

Technologies Used

Vue.jsFirebaseFirestoreLLM APIsReal-time DatabaseAuthenticationWebSockets
Academic ProjectTeam Lead

DYYP

2020

Mobile application simulating cryptocurrency trading, built for iOS platform.

Key Achievements

  • Led team through development lifecycle
  • Implemented cryptocurrency trading simulation features
  • Designed and developed iOS native application
  • Coordinated team workflows and project management

Technologies Used

SwiftiOS DevelopmentMobile UI/UXGitTeam Leadership
View on GitHub

More Projects

These are highlights from my academic career. For my current professional work at JPro, including proprietary CRE and SMB Financing platform development, please refer to my experience section or GitHub profile.