AI & Machine Learning Services for Leaghur 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 Leaghur 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 Leaghur 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 Leaghur 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.

In the heart of Leaghur, Victoria, Australia, COLETEK is proud to offer its expertise in engineering and product development to local businesses. As a multidisciplinary Australian company established in 2001, we've built a reputation as a trusted partner for organizations across various industries, including those based in Leaghur. COLETEK's team of experienced engineers and innovators works collaboratively with clients to develop tailored solutions that meet their unique needs. Our comprehensive approach ensures seamless integration into existing operations and empowers businesses to excel in an ever-changing market. With a national presence and extensive experience supporting organizations throughout Australia, we're well-equipped to serve the thriving Leaghur community. Our commitment to reliability, expertise, and partnership sets us apart from other engineering and product development companies. We understand the importance of working closely with local stakeholders to drive growth and innovation in Leaghur. By leveraging cutting-edge technology and a deep understanding of industry challenges, we empower businesses in the region to achieve their goals and thrive. As your trusted partner in Leaghur, Victoria, Australia, COLETEK is dedicated to delivering exceptional results that meet your unique needs and exceed your expectations. Whether you're seeking innovative solutions for process improvement or new product development, our experienced team is here to guide you throughout every stage of the project. By choosing COLETEK as your partner in Leaghur, you can rest assured that your business will benefit from the collective expertise and capabilities of a national leader in engineering and product development. Let us help you unlock your full potential and achieve remarkable results.