AI & Machine Learning Services for Newlyn North Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Newlyn North or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Newlyn North services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Newlyn North or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As a major industrial hub in Victoria, Newlyn North is home to numerous businesses across various sectors, from manufacturing and logistics to healthcare and education. At COLETEK, we understand the importance of reliability, collaboration, and capability in driving growth and innovation for local companies. As a multidisciplinary Australian engineering and product development company established in 2001, our team has earned a reputation as trusted partners for businesses throughout Australia, including those in Newlyn North. Based in Newlyn North, Victoria, Australia, we take pride in being at the forefront of engineering expertise, constantly innovating to stay ahead of the curve. Our extensive experience spans multiple industries and sectors, allowing us to provide tailored support for businesses operating across various markets. By understanding the unique challenges and opportunities facing local enterprises, we can tailor our services to help them overcome obstacles, seize new opportunities, and achieve their goals. Our capability is built on a foundation of rigorous engineering principles, innovative problem-solving approaches, and a strong collaborative spirit. We believe that successful partnerships are built on trust, open communication, and a shared commitment to excellence. By working closely with businesses in Newlyn North and throughout Victoria, we strive to deliver exceptional results, exceeding expectations and driving growth for our clients. Operating throughout Australia, including Newlyn North, Victoria, Australia, COLETEK is committed to providing reliable engineering support that can adapt to the changing needs of local businesses. We believe that every entrepreneur, business leader, and industry professional deserves access to expert knowledge and capabilities that can help them achieve their vision. Working with businesses in Newlyn North, Victoria, Australia, we understand the importance of flexibility, adaptability, and resilience in responding to the challenges and opportunities of today's fast-paced marketplace. As a trusted partner for local enterprises, we are dedicated to delivering results-driven solutions that support growth, innovation, and success.