AI & Machine Learning Services for Hazeldene 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 Hazeldene 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 Hazeldene 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 Hazeldene 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering reliable and innovative solutions to businesses across Hazeldene, Victoria, Australia. With our national presence and local expertise, we operate throughout the region, fostering strong relationships with clients based in Hazeldene, Victoria, Australia. Our commitment to excellence has earned us trust among industry peers and confidence among local business owners. We take pride in our collaborative approach, working closely with clients to understand their unique challenges and developing tailored solutions that meet their specific needs. Whether you're an established player or a startup looking to disrupt the status quo, COLETEK is here to help you achieve your goals. For businesses in Hazeldene, Victoria, Australia and beyond, we offer unparalleled engineering prowess, combined with our expertise in product development. This synergy enables us to create innovative products and solutions that drive real results for clients. We're not just a team of experts; we're committed partners who take the time to understand your business, industry, and goals. As you navigate the complexities of Hazeldene's local market, it's essential to have a trusted partner by your side. At COLETEK, we pride ourselves on being that reliable ally, providing unwavering support as you grow and evolve. We're based in Hazeldene, Victoria, Australia, which allows us to stay intimately familiar with the local landscape and regulatory requirements. So, if you're looking for a trusted partner to help drive your business forward in Hazeldene, Victoria, Australia, we invite you to explore how COLETEK can assist. Let us leverage our expertise, resources, and national network to develop custom solutions that elevate your organization's performance.