Hi, I'm Marquis

Technical Leader • AI Developer • Maker

Profile

About Me

A passionate technologist with diverse interests and expertise

About

Who am I?

I'm a technology enthusiast with a passion for AI development, technical leadership, and hands-on making. With over a decade of experience in the tech industry, I've led teams to build innovative solutions, deploy enterprise-wide technical projects, and created state of the art AI models, while maintaining a strong personal interest in CNC machining, 3D printing, and vehicle modification.

AI Development

Machine Learning & NLP

Tech Leadership

Team Building & Strategy

CNC & 3D Printing

Plasma, Laser & Additive

My Skills

Technologies I've worked with and mastered over the years

AI Development

Building intelligent systems with cutting-edge machine learning and deep learning techniques.

Computer Vision Generative AI PyTorch NLP LLMs

Technical Leadership

Leading teams to build scalable, maintainable, and innovative technical solutions.

Agile Methodologies Team Building Technical Strategy Mentoring Architecture

CNC & Fabrication

Digital fabrication techniques including CNC machining, 3D printing, and laser engraving.

Fusion 360 CNC Plasma 3D Printing Laser Engraving CAD/CAM Blender

Software Development

Building robust, scalable applications with modern technologies and best practices.

Python JavaScript Node.js React Docker Kubernetes

Skill Proficiency Visualization

Featured Projects

A selection of my recent work across different domains

AI-Powered Genetic Analysis

Advanced ML system for extracting insights from DNA in the context of 3d Genomics.

NLP PyTorch Python

Project Details

  • Built custom transformer model for document classification
  • Implemented zero-shot learning for unseen document types
  • Reduced processing time by 75% compared to manual review

Automated CNC Workflow

End-to-end automation for CNC plasma cutting system.

CNC Python CAD/CAM

Project Details

  • Automated DXF to G-code conversion pipeline
  • Integrated material optimization algorithms
  • Reduced setup time by 90% for common jobs

Computer Vision for Quality Control

Real-time defect detection in manufacturing processes.

CV PyTorch Edge AI

Project Details

  • Custom YOLO model for part defect detection
  • Optimized for edge deployment on Jetson devices
  • Reduced defect escape rate by 98%

3D Printed Robotics Platform

Modular robotic system with 3D printed components.

3D Printing Arduino Robotics

Project Details

  • Designed modular components in Fusion 360
  • Optimized for multi-material 3D printing
  • Open-source design with assembly tutorials

Developer Productivity Platform

Internal tools to accelerate software development lifecycle.

Leadership DevOps CI/CD

Project Details

  • Led cross-functional team of 8 engineers
  • Implemented standardized development workflows
  • Reduced deployment time by 70%

Laser Engraving Art Generator

AI-assisted tool for creating laser engraving designs.

Laser AI SVG

Project Details

  • Combines Stable Diffusion with vectorization
  • Automatically optimizes for laser parameters
  • Community gallery of shared designs

My Hobbies

Beyond professional work, these are my passions and creative outlets

CNC

CNC Machining

Designing and fabricating precision parts with CNC plasma, routers, and mills. From functional prototypes to artistic creations.

Plasma Cutting Metal Fabrication CAD Design
3D Printing

3D Printing

Exploring the limits of additive manufacturing with FDM, SLA, and SLS printers. Functional parts, artistic sculptures, and everything in between.

Multi-material Prototyping Post-processing
Laser Engraving

Laser Engraving

Creating intricate designs on wood, acrylic, leather, and more. From personalized gifts to commercial products.

Vector Art Material Testing Raster Engraving
Electronics

Electronics

Building custom circuits, IoT devices, and embedded systems. Combining fabrication with smart electronics.

Arduino Raspberry Pi PCB Design
Robotics

Robotics

Designing and building robotic systems that combine 3D printing, CNC parts, and custom electronics.

Kinematics ROS Autonomy
Woodworking

Woodworking

Combining traditional woodworking techniques with modern CNC and laser tools to create unique pieces.

Joinery Finishing Hybrid Techniques

Hobby Space Visualization

Get In Touch

Have a project in mind or want to collaborate? Reach out to me!

Contact Information

Location

San Francisco, CA

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