AI & Machine Learning Services for Woodside 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 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 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 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. For nearly two decades, our team has been dedicated to delivering innovative solutions that drive success for businesses like yours.

We take pride in being based in Woodside, Victoria, Australia, operating throughout regional Australia, and supporting local businesses across the area. Our commitment to reliability, collaboration, and capability sets us apart as a trusted partner for companies seeking expert engineering services.

With a strong reputation built on our national scope, we offer comprehensive engineering solutions that help you overcome challenges and capture opportunities. Our engineers work closely with clients in Woodside, Victoria, Australia to understand their unique needs, design innovative products, optimize systems, and improve operational efficiency.

We're not just experts in our field; we're partners who care deeply about the region's economic and environmental vibrancy. Whether you're a local business owner or a decision-maker from out of town, rest assured that COLETEK has years of experience supporting businesses across Woodside, Victoria, Australia – understanding the nuances of this unique area.

Our engineering capabilities are backed by extensive research and testing, ensuring the highest level of quality for our clients' projects. We're not limited to a single industry or sector; instead, we excel at adapting to diverse requirements from various sectors. COLETEK's collective expertise spans product development, system integration, simulation and analysis – all aimed at supporting your business growth in Woodside, Victoria, Australia.

As you navigate the complexities of engineering and product development, COLETEK's reputation for trustworthiness, transparency, and adaptability remains unparalleled. For over two decades, we've established a sterling track record with clients nationwide. It's these key values that make us an exceptional partner for businesses in Woodside, Victoria, Australia seeking long-term partnerships.

Ready to elevate your project? We invite you to collaborate with our team of seasoned experts who know the intricacies of Woodside, Victoria, Australia. Whether it's a local initiative or a national endeavor, we're prepared to support your organization's growth and aspirations.