AI & Machine Learning Services for Hotspur 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 Hotspur 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 Hotspur 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 Hotspur 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.

If you're a business owner or technical decision-maker operating in the vibrant region of Hotspur, Victoria, Australia, your search for reliable engineering partners ends here. COLETEK, established in 2001, is a multidisciplinary Australian engineering and product development company committed to delivering innovative solutions that drive growth and success.

Based in Hotspur, Victoria, Australia, we've had the privilege of serving businesses across this wonderful region for over two decades. Our national reputation has been built on our ability to deliver high-quality results, leveraging cutting-edge technology and collaboration with local stakeholders. As a trusted partner, we understand the unique challenges faced by entrepreneurs and innovation-driven organizations in Hotspur, Victoria, Australia.

Our engineering prowess is complemented by a dedication to building strong relationships, transparency, and effective communication. This combination of reliability, capability, and expertise enables us to overcome complex challenges, develop innovative products, and boost the competitiveness of businesses in Hotspur, Victoria, Australia.

At COLETEK, we believe that our values of innovation, collaboration, and integrity are essential for creating a lasting impact in the region. By focusing on the specific needs of businesses operating throughout Hotspur, Victoria, Australia, we've developed the expertise to tailor our solutions to meet the unique demands of this thriving community.

As you navigate the ever-evolving landscape of engineering and product development, partnering with COLETEK provides peace of mind, knowing that our team is dedicated to delivering exceptional results. We take pride in being part of Hotspur's growth story, empowering local businesses to excel by leveraging our multidisciplinary expertise.

We're proud to call ourselves the trusted engineering partner for businesses across Hotspur, Victoria, Australia. Whether you're seeking innovative solutions, technical guidance, or strategic support, we stand ready to collaborate and drive success for your organization.