AI & Machine Learning Services for Horfield 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 Horfield 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 Horfield 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 Horfield 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 leading multidisciplinary engineering and product development company based in Australia, COLETEK has established itself as a trusted partner for businesses across Horfield, Victoria, Australia, and throughout the nation. Since our inception in 2001, we've consistently delivered innovative solutions that meet the unique needs of local industries. With a strong presence in the southern region, including Horfield, Victorians have come to rely on COLETEK's expertise in engineering and product development. Our commitment to reliability, collaboration, and capability has earned us a reputation as a trusted partner for businesses seeking to drive growth through innovative technologies and processes. COLETEK's multidisciplinary approach enables our team of experts to tackle complex problems from multiple angles, ensuring the most effective solutions for your Horfield business. From concept design to prototyping, testing, and implementation, we bring together engineers, designers, and industry specialists to deliver tailored solutions that drive success. As a long-standing Australian company with extensive experience serving businesses across Horfield, Victoria, Australia, you can count on COLETEK's support in addressing your specific challenges and seizing opportunities. With our deep understanding of local market dynamics and the ability to adapt to changing landscape, we're well-equipped to help your business navigate the complexities of product development and engineering. Whether you're seeking to streamline operations, improve efficiency, or drive innovation through cutting-edge technologies, COLETEK stands ready to bring your vision to life. Our team is passionate about working closely with local businesses in Horfield, Victoria, Australia, to identify opportunities for growth and advancement. Let’s build something remarkable together.