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brettdavies/README.md

Hi, I’m Brett! 👋

I’m a dedicated software engineer with a passion for developing innovative solutions and contributing to impactful projects.

🚀 About Me

  • 🔭 Current Focus: Developing scalable applications and exploring advancements in machine learning.
  • 🌱 Learning: Enhancing my skills in cloud computing and containerization technologies.
  • 💬 Ask Me About: Software development best practices, open-source contributions, and project management.
  • ⚡ Fun Fact: I’m an avid cyclist and enjoy exploring new trails on weekends.
  • 📫 How to Reach Me: Create an Issue or via LinkedIn

🛠️ Skills & Technologies

  • Languages: PostgreSQL, T-SQL, Python, C#
  • Databases: Postgres, SQL Server
  • Tools: Github, VS Code, Terraform, Docker / Docker Compose, Prefect, dbt, Pandas, Postman, PyTorch, Tableau, Grafana
  • Cloud Services: Google Cloud Platform (GCP), Amazon Web Services (AWS)

📂 Featured Projects

UCSD ML/AI Capstone:

  1. UCSD ML/AI Capstone:
    • Description: A UCSD ML/AI capstone project developing a framework for testing Automatic Speech Recognition (ASR) models using baseball commentary audio retrieved from YouTube and metadata retrieved from ESPN.
    • Technologies Used: Python, ASR Models, Postgres
    • Role: Product Manager, Data Analyst
  2. YT DLP ASYNC:
    • Description: An asynchronous, parallel-processing tool for fetching and processing YouTube audio data using yt-dlp, designed to aid scalable and efficient data collection and analysis for academic research projects.
    • Technologies Used: Python, yt-dlp, Postgres
    • Role: Architect, Data Engineer, Developer
  3. Whisper Chunk Transcribe:
    • Description: A Python application that utilizes OpenAI’s Whisper model to transcribe audio files in segments, enhancing accuracy and efficiency for lengthy recordings.
    • Technologies Used: Python, OpenAI Whisper, Postgres
    • Role: AI Developer, Data Engineer

Uber

  1. Uber Partner Events Website:
    • Description: A platform enabling Uber city operations teams to create and manage in-person events for drivers, fostering community engagement.
    • Technologies Used: PHP, Uber SSO integration, MySQL
    • Role: Product Manager, Designer

KSU Lacrosse Website

  1. Website:
    • Description: The official website for the Kennesaw State University Lacrosse team, providing information on team members, game schedules, and news updates.
    • Technologies Used: C#, ASP.NET MVC, SQL Server
    • Role: Full-Stack Developer
    • Screenshots
  2. Data Access Layer:
    • Description: A data access layer facilitating efficient database interactions for the KSU Lacrosse website.
    • Technologies Used: C#, Entity Framework & Data Model, SQL Server
    • Role: Backend Developer
  3. MCLA Data Import:
    • Description: A tool to import and synchronize data from the Men’s Collegiate Lacrosse Association (MCLA) into the KSU Lacrosse website.
    • Technologies Used: C#, XML/XSD, SQL Server
    • Role: Backend Developer, Architect, Data Engineer

Pinned Loading

  1. yt_dlp_async yt_dlp_async Public

    Asynchronous tool for fetching and processing YouTube audio data using yt-dlp, designed to aid scalable and efficient data collection and analysis for academic research projects.

    Python

  2. whisper_chunk_transcribe whisper_chunk_transcribe Public

    The ‘whisper_chunk_transcribe’ repository offers a Python script that utilizes OpenAI’s Whisper model to transcribe audio files in segments, enhancing accuracy and efficiency for lengthy recordings…

    Python

  3. ucsd-ml-ai-capstone ucsd-ml-ai-capstone Public

    This repository contains a UCSD ML/AI capstone project that develops a framework for testing Automatic Speech Recognition (ASR) models using audio data from YouTube and ESPN. It includes tools for …

    Jupyter Notebook

  4. uber-partner-events-website uber-partner-events-website Public

    This repository contains screenshots of the Uber Partner Events Website, designed to help Uber operations teams organize and manage events for Uber partner drivers. The platform serves two primary …

  5. home-automation home-automation Public

    This repository contains configurations and scripts for setting up a home automation system using Docker Compose. It includes services like Homebridge for smart home device integration and Pi-hole …

    1