AI & Machine Learning Services for Cokum 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 Cokum 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 Cokum 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 Cokum 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 business operating in Cokum, Victoria, Australia, you understand the value of finding a trusted partner to help drive your growth and innovation. Look no further than COLETEK – a multidisciplinary Australian engineering and product development company established in 2001. Based in Cokum, Victoria, Australia, our team has been serving businesses across this region for nearly two decades. Our national reputation is built on delivering reliable, collaborative solutions that meet the unique needs of local industries. From mining to manufacturing, we've worked with clients across a wide range of sectors to bring their most ambitious ideas to life. By leveraging our expertise in engineering and product development, we help businesses like yours overcome complex challenges and stay ahead of the curve. As your partner in Cokum, Victoria, Australia, COLETEK brings more than just technical know-how to the table. We offer a unique blend of deep industry knowledge, creative problem-solving skills, and a passion for collaboration. Whether you're seeking to streamline operations, improve efficiency, or develop innovative new products, our team is dedicated to helping you achieve your goals. Operating throughout Cokum, Victoria, Australia, we take pride in our ability to provide tailored solutions that cater to the distinct needs of local businesses. We understand the importance of building strong relationships with clients and establishing trust through exceptional communication and project management. At COLETEK, we're not just engineers – we're your trusted partners in innovation. Let us help you unlock new opportunities for growth and success in Cokum, Victoria, Australia and beyond.