AI & Machine Learning Services for Loch Sport 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 Loch Sport 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Loch Sport 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 Loch Sport 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 businesses in Loch Sport, Victoria, Australia continue to thrive, they require trusted partners to help them navigate the ever-changing landscape of innovation and technological advancements. For over two decades, COLETEK has established itself as a multidisciplinary Australian engineering and product development company, dedicated to delivering exceptional solutions that drive success for its clients. With our national reputation built on reliability, collaboration, and capability, we proudly serve businesses across Loch Sport, Victoria, Australia, from diverse industries and sectors. By leveraging our team's collective expertise in design, development, testing, and production, you can trust COLETEK to provide customized support tailored to your unique needs. Whether you're looking for an innovative solution to address a specific challenge or seeking a trusted partner to help drive growth, we've got the expertise and passion to deliver exceptional results. While our roots are firmly planted in Loch Sport, Victoria, Australia, we operate throughout the country, allowing us to bring a wealth of knowledge and experience to your doorstep. As a local business ourselves, we understand the importance of community and connection. That's why we're committed to being a trusted partner for Loch Sport, Victoria, Australia-based businesses, listening to their needs, and working together to achieve their goals. So let COLETEK's expertise be your guiding light. With our team by your side, you can rest assured that your project will receive the attention it deserves, every step of the way. Let us help you unlock new possibilities for growth, efficiency, and profitability. Let us support you in navigating the ever-changing landscape.