Selim Gilon

Hi, I'm Selim Gilon

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About Me

From Belgium to the US, I'm on a mission to unlock the secrets of human movement through technology.

Belgian PhD Student in the US

My Journey

I'm that curious Belgian who packed up my life and moved across the ocean to pursue a PhD in biomechanics. Why? Because I believe the future lies at the intersection of human movement and cutting-edge technology.

My days are spent diving deep into motion capture systems, building AI-powered tools with LiDAR technology, and creating innovative solutions that bridge the gap between research and real-world applications. There's something magical about turning complex movement data into insights that can improve lives.

When I'm not in the lab or coding late into the night, you'll find me exploring new trails on my bike, always chasing that perfect balance between pushing boundaries in research and finding adventure in the everyday.

Selim working in the lab

Biomechanics Research

Exploring human movement patterns and their applications in health and performance.

Motion Capture

Developing cutting-edge techniques for capturing and analyzing human motion.

AI & LiDAR Tools

Building innovative applications that merge AI with 3D sensing technology.

Creative Problem Solving

Finding elegant solutions to complex challenges through curiosity and experimentation.

Featured Projects

Each project represents a journey of curiosity, innovation, and the relentless pursuit of solutions that matter.

Motion Capture & Biomechanics Tools
Motion Capture & Biomechanics Tools

Born from countless hours in motion capture labs, frustrated by clunky interfaces and limited accessibility.

Revolutionary suite of tools that transforms how we capture and analyze human movement. From lab-grade precision to field-ready applications, these tools are changing biomechanics research.

LiDARMotion CaptureBiomechanicsAI
Web-based OpenSim Visualizer
Web-based OpenSim Visualizer

Making advanced simulation tools accessible to researchers worldwide, democratizing biomechanics research.

Bringing powerful biomechanical simulation to the browser. No more complex installations or expensive licenses - just open your browser and start modeling human movement.

WebAssemblyOpenSim3D VisualizationReact
Defect Detection with OAK Cameras
Defect Detection with OAK Cameras

Bridging the gap between academic computer vision research and industrial applications that matter.

AI-powered vision system that spots manufacturing defects in real-time. Combining the precision of OAK cameras with machine learning to revolutionize quality control.

Computer VisionOAK CamerasAIManufacturing
Sila Bikes
Sila Bikes

Where my love for cycling meets my commitment to sustainability - creating beautiful, functional art on two wheels.

My passion project: handcrafted wooden bicycles that blend sustainability with performance. Each bike tells a story of craftsmanship, innovation, and environmental consciousness.

SustainabilityCraftsmanshipDesignInnovation

Curriculum Vitae

A journey through AI engineering, research, and innovation in biomechanics

Co-Founder
SportBoost AI
Montreal, Canada
Mar. 2023 - Dec. 2024

Led the development of AI-powered athletic performance tools running on resource-constrained devices (e.g., Jetson Nano, phone), securing pre-seed funding. Incubated at MILA & Centech.

Key Achievements

  • Secured pre-seed funding for AI startup
  • Mentored two interns in algorithm development
  • Integrated models into production-grade applications
AI Consultant
Muutaa
Quebec, Canada
Jan. 2024 - Feb. 2024

Collaborated directly with hospital stakeholders to define requirements and design an AI architecture tailored to their operational workflows.

Key Achievements

  • Designed AI architecture for healthcare workflows
  • Collaborated with hospital stakeholders
  • Improved operational efficiency through AI integration
University Research Assistant
Canam, UQAR, Teknion, McGill
Montreal, Canada
Mar. 2023 - Jan. 2024

Integrated machine learning algorithms to optimize industrial production, including sales forecasting and planning.

Key Achievements

  • Optimized industrial production with ML
  • Developed sales forecasting algorithms
  • Improved production planning efficiency
Deep Learning Intern
E-Smart Control
Montreal, Canada
May 2022 - Dec. 2022

Developed real-time embedded deep vision models to actively adapt the speed of trucks based on the visual environment.

Key Achievements

  • Built real-time embedded vision models
  • Developed adaptive speed control systems
  • Optimized models for embedded deployment

Thoughts & Reflections

Sharing insights on biomechanics, technology, and the beautiful chaos of research life. Sometimes the best discoveries happen between the lines.

The Future of Motion Capture: Beyond Traditional Markers
Technology
March 15, 20245 min read
The Future of Motion Capture: Beyond Traditional Markers

Exploring how LiDAR and AI are revolutionizing the way we capture and analyze human movement, making it more accessible and accurate than ever before.

Building Bridges: Technology Meets Biomechanics
Research
February 28, 20247 min read
Building Bridges: Technology Meets Biomechanics

Reflections on how interdisciplinary collaboration between engineers and biomechanists is creating innovative solutions for healthcare and sports.

Lessons from the Lab: Embracing Failure in Research
Personal
February 10, 20244 min read
Lessons from the Lab: Embracing Failure in Research

Personal insights on how failed experiments and unexpected results often lead to the most meaningful discoveries in biomechanics research.

Cycling & Adventure

When I'm not analyzing human movement in the lab, I'm experiencing it firsthand on two wheels. Every pedal stroke is a lesson in biomechanics.

Why I Ride

Powered by curiosity & coffee

2,500+
km this year
15
countries explored
research insights

Cycling is my meditation, my laboratory, and my connection to the world beyond research papers. There's something magical about the rhythm of pedaling that unlocks creative solutions to complex biomechanics problems.

Every climb teaches me about power output and efficiency. Every descent reminds me of the physics of motion. And every long ride gives me time to process the day's research and dream up new experiments.

Selim cycling
Belgian Ardennes Challenge
Personal Best

Belgian Ardennes Challenge

Liège, Belgium
180km2,400m
September 2024

Epic ride through the heart of Belgian cycling country, tackling the legendary climbs of Liège-Bastogne-Liège.

Blue Ridge Parkway
Epic Views

Blue Ridge Parkway

Virginia, USA
150km3,200m
August 2024

Breathtaking mountain scenery and challenging climbs through one of America's most beautiful cycling routes.

Campus Loop Adventures
Daily Ritual

Campus Loop Adventures

University Campus
25km200m
Weekly

My regular stress-relief rides around campus, perfect for clearing the mind between research sessions.

Let's Connect

I'm always excited to discuss biomechanics, share ideas about innovative research, or simply chat about cycling adventures. Don't hesitate to reach out!

Send me a message

Get in Touch

Whether you're interested in collaboration, have questions about my research, or just want to share cycling stories, I'd love to hear from you. I typically respond within 24 hours.

Location

University Campus, USA

Coffee Chat?

If you're ever in the area or want to schedule a virtual coffee chat to discuss research ideas or cycling routes, I'm always up for a good conversation!