Skip to content
View miles-howell's full-sized avatar
πŸ₯½
Trillin
πŸ₯½
Trillin

Block or report miles-howell

Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
miles-howell/README.md

Typing SVG

I'm a machine learning developer and founder with a background in mathematics, physics, and systems engineering. I'm passionate about building intelligent systems that solve real-world problems.

Currently, I'm leading Planned Pixel in its pivot from a web design studio to an AI-driven product company. My primary focus is on developing a multi-modal AI system at the intersection of computer vision and sentiment analysis. Our goal is to provide powerful marketing insights for small and medium-sized businesses, leveraging cutting-edge models to understand audience engagement in ways that were previously only accessible to large enterprises.

I document my technical journey, explore ML concepts, and share my thoughts on technology and society on my blog: blog.plannedpixel.com.


🧠 Core Expertise: Machine Learning & AI

My main focus is on building and deploying end-to-end machine learning solutions.

🐍 Python & ML Ecosystem

Β  Β  Β  Β 
Β  Β  Β  Β 

  • Deep Learning & Computer Vision: Building and fine-tuning models for tasks like image classification, object detection, and saliency mapping.
  • Multi-Modal Systems: Integrating vision and language models (NLP) to generate comprehensive insights from complex data.
  • Data Science: End-to-end experience with data preprocessing, feature engineering, model training, validation, and visualization.
  • MLOps: Experience in creating pipelines for deploying, monitoring, and maintaining models in production environments.

πŸ› οΈ Foundational & Supporting Skills

My ML work is supported by a strong foundation in full-stack development and systems engineering.

🌐 Web Development

Β  Β  Β  Β 

  • Building robust backends with Django and RESTful APIs to serve ML models.
  • Creating intuitive front-ends for users to interact with AI-powered tools.

πŸ›‘οΈ Cybersecurity & Systems

Β  Β  Β  Β 

  • Ensuring the security and integrity of data pipelines and deployed applications.
  • Experience with low-level programming and memory-constrained environments, valuable for model optimization.

🧬 Academic & Competitive Highlights

  • πŸ† Hack4Good (Springfield, MO)

    • πŸ₯‡ 1st Place – 2017
    • πŸ₯ˆ 2nd Place – 2018
    • Built time-sensitive community software solutions under real-world pressure.
  • πŸ€– FIRST LEGO League

    • Missouri State Qualifier – 2013 & 2014
    • Focused on robotics and systems thinking at an early age.
  • πŸŽ“ Republic High School Programming Club President

    • Helped launch Missouri's first high school cybersecurity curriculum.
    • Built engineering tools to support 3D-printed prosthetics and device testing.
  • πŸŽ“ ML/AI SIG Director @ University of Missouri - Columbia

    • Taught applied machine learning to undergrads.
    • Collaborated on assistive AI with the campus robotics team.

πŸ”­ Let's Collaborate

I'm actively seeking a passionate, technically skilled collaborator to help push the boundaries of my current computer vision and AI marketing project. If you have a strong background in ML, computer vision, or multi-modal systems and are excited by this mission, I'd love to connect.

My long-term goal is to specialize in human-centered AI, and this project is the first major step.


πŸ“« Connect With Me

Got a project, an idea, or want to discuss a collaboration? Don't hesitate to reach out!


Miles' GitHub stats

Pinned Loading

  1. Bridge-Crossing-RL-Sim Bridge-Crossing-RL-Sim Public

    A Django web app for visualizing an RL model learning to build a bridge and make it home.

    JavaScript 1

  2. employee-database employee-database Public

    πŸ“‚ Public demo β€” not licensed for commercial use. Contact miles@plannedpixel.com

    CSS 1

  3. fruit_classifier fruit_classifier Public

    An educational example of binary classification using a basic neural network built without ML libraries.

    Python 1

  4. Sprite-Mapper Sprite-Mapper Public

    A simple, lightweight webpage for easily mapping sprite tiles from a sprite sheet. Simply upload your sprite sheet, input the tile dimensions/margins, and easily find coordinates without manually c…

    HTML 1

  5. Dashboard-Viewer Dashboard-Viewer Public

    Cross-platform GUI built with Python, CustomTkinter, and Pillow. Provides a lightweight, modular launcher for department-specific PowerPoint dashboards with upload support, splash screen handling, …

    Python 1