AI & Machine Learning Services for Woodside North 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 Woodside North 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 Woodside North 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 Woodside North 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 trusted multidisciplinary engineering and product development company established in 2001, COLETEK has consistently demonstrated its commitment to supporting businesses in Woodside North, Victoria, Australia. Our team's innovative approach and extensive experience have earned us a reputation as a reliable partner for companies seeking tailored solutions.

Our presence in Woodside North allows us to collaborate closely with local businesses and understand the unique challenges they face. By leveraging our expertise in engineering and product development, we provide customized support that empowers organizations to thrive. Whether you're looking to enhance existing operations or drive innovation, COLETEK's capabilities can help.

Based in Woodside North, Victoria, Australia, we operate throughout the region, offering a seamless experience for clients across the area. Our engineers and product development experts draw upon their extensive knowledge base to develop solutions that meet the specific needs of local businesses.

At COLETEK, we understand the importance of building long-term relationships with our clients. We take pride in being a trusted partner, providing unwavering support as your business evolves. Whether you need assistance with project management, systems integration, or product design, our multidisciplinary team is well-equipped to deliver results.

Operating throughout Woodside North and serving businesses across the region, COLETEK's expertise has earned us a national reputation for reliability. By combining cutting-edge engineering with a deep understanding of local industries, we empower clients to achieve their goals.