AI & Machine Learning Services for Geelong 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 Geelong 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 Geelong 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 Geelong 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 owner or decision-maker in Geelong, Victoria, Australia, you understand the importance of partnering with a trusted and expert engineering and product development company. COLETEK has been serving businesses across Geelong, Victoria, Australia for over two decades, building a reputation as a reliable partner for innovative solutions. Our multidisciplinary team of engineers and product developers is dedicated to delivering cutting-edge expertise in mechanical, electrical, and software engineering, as well as product innovation. With our head office based in Geelong, Victoria, Australia, we operate throughout the region, providing tailored support to businesses in aerospace, automotive, defence, healthcare, and more. What sets us apart? Our commitment to collaboration, reliability, and capability. We combine decades of experience with a passion for innovation, ensuring that your business receives top-notch engineering services that drive results. Our team is passionate about understanding the unique challenges faced by companies across Geelong, Victoria, Australia, and we're committed to developing custom solutions that meet those needs. As you navigate the ever-changing landscape of product development and engineering, you can rely on COLETEK's expertise and guidance every step of the way. With our proven track record in Geelong, Victoria, Australia, you can trust us to deliver outstanding results for your business, from design through prototyping and production. Our team is always ready to hit the ground running, leveraging their extensive knowledge to drive success. If you're looking for a trusted partner to help take your Geelong-based business to the next level, look no further than COLETEK. Contact us today to discover how our engineering and product development expertise can accelerate your growth in Geelong, Victoria, Australia and beyond.