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Hello, I'm Jacob. I build intelligent systems for a sustainable future, from robotics and IoT to AI for wind turbines.

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About me

I build intelligent digital and physical systems.

Throughout my career spanning across industry and academia, I have been inspired to create technical solutions to sustainability challenges. This experience has equipped me with a strong grounding in research but also technical skills, particularly in Software, AI and Mechatronics.

Now a PhD researcher at Heriot-Watt and Edinburgh, open to industry collaboration in wind energy.

My skills & Projects

PhD AI for Wind Turbines

PhD research at Heriot-Watt University and the University of Edinburgh, building explainable, adaptive AI for wind turbine condition monitoring.

  • AI
  • Machine Learning
  • Research
  • Data Science
  • Condition Monitoring
  • Wind Energy
PhD AI for Wind Turbines

Digital Manufacturing

Built full-stack IIoT applications for SME manufacturers. Led company's transition from research to startup through software development, documentation, and international training workshops.

  • React
  • Docker
  • Raspberry Pi
  • IoT
  • Full Stack
  • Git
  • Django
  • Manufacturing
Digital Manufacturing

BIOHM

As the Lead Robotics Engineer, I led automation of research and manufacturing processes.

  • Automation
  • Biomaterials
  • IoT
  • Robotics
  • Circular Economy
  • Python
  • Machine Learning
  • Manufacturing
  • Sustainable Design
  • Fabrication
BIOHM

AI & Data Science Apprenticeship

Equivalent to a Master's degree in AI & Data Science, I have broadened my experience with deep learning and MLOps in a learning environment and in a professional capacity.

  • Deeplearning
  • AI
  • Data Science
  • Docker
  • LLM
  • Pytorch
  • Python
AI & Data Science Apprenticeship

Freelance Web Developer

Developed modern, responsive web applications for clients using cutting-edge technologies. Built custom CMS solutions and server-side applications.

  • React
  • Next.js
  • Node.js
  • CMS
  • HTML
  • CSS
  • TypeScript
  • Web Development
Freelance Web Developer

Cardiac Sensor

Developed bio-compatible elastic strain sensor for measuring cardiac contractions in vivo. Combined robotics and medical research for precise measurements.

  • Robotics
  • Medical
  • Research
  • Engineering
Cardiac Sensor

Feeding Robot

Programmed BAXTER robot for autonomous feeding. Implemented computer vision for facial recognition and motion planning for safe food delivery.

  • Python
  • ROS
  • Computer Vision
  • Robotics
Feeding Robot

Robot Handshake

Research project exploring novel materials to create realism and comfort in robot-human handshakes. Designed and tested compliant materials for improved human-robot interaction.

  • Robotics
  • Research
  • Analysis
  • Human Robot Interaction
Robot Handshake

Polysand Fenceposts

Polysand project, developed with WasteAid, focused on creating fenceposts using a cost-effective, sustainable material made from 75% sand and low-density polyethylene (LDPE) waste. Designed for use in Gunjur, The Gambia, the project optimized manufacturing techniques and cross-sectional geometries for affordability and performance. Polysand demonstrated significant environmental benefits compared to conventional materials, with lower energy consumption and carbon footprint. Sand and LDPE were used in the Polysand project because sand is a readily available, low-cost filler, while LDPE (a common plastic waste) acts as a binder, creating a strong, lightweight, and durable material. This combination despite reducing recyclability, enables repurposing plastic waste and reducing the carbon footprint compared to traditional materials.

  • Sustainable Design
  • Circular Economy
  • Engineering
  • Optimization
Polysand Fenceposts

Cochlea Installation

Created an immersive audiovisual installation demonstrating ear functionality. Developed sound analysis system using Max MSP and Arduino for interactive visualization.

  • Audio
  • MAX MSP
  • Arduino
Cochlea Installation

Rehapp

Developed rehabilitation aid for post-ACL surgery recovery. Created engaging UI and games for guided physiotherapy with real-time feedback.

  • Medical
  • Gamification
  • Arduino
  • Python
  • UI
Rehapp

Amun Spirometer

Designed a low-cost spirometer for measuring lung capacity in urban India. Developed functional prototypes with accurate air volume measurement using hot wire anemometry.

  • Medical Device
  • Product Design
  • Engineering
  • Analysis
Amun Spirometer

Windiow

IoT system to prevent damp and mold around windows. Built full-stack solution with environmental sensing, data analysis, and preventive actions.

  • IoT
  • UI
  • Arduino
  • Full Stack
Windiow

VitaRun

Smart insoles with machine learning to prevent running injuries. Developed app, backend communication, and data visualization for real-time feedback.

  • Full Stack
  • Machine Learning
  • UI
  • Medical
VitaRun

FireBowl

Designed and fabricated a flat-pack fire bowl for responsible camping. Created stable, portable solution with good airflow and ground protection.

  • Product Design
  • Fabrication
FireBowl

My experience

Contact me

Please contact me directly at jacob.fintan.mitchell@gmail.com or through this form.