AI & Machine Learning Services for Sandilands 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 Sandilands 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 Sandilands 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 Sandilands 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 with over two decades of experience. Established in 2001, our team has developed a reputation for reliability, innovation, and collaboration – serving businesses across Sandilands, New South Wales, Australia and throughout the country.

We understand that as a business leader or owner in Sandilands, you're driven to stay ahead of the curve, adapt to changing market conditions, and grow your operations. That's where COLETEK comes in. With our comprehensive engineering and product development capabilities, we can support your unique needs and goals.

From concept to reality, our expert team will work closely with you to develop innovative solutions that meet your specific challenges and deliver results. Whether you're looking to improve operational efficiency, enhance customer experiences, or stay competitive in a rapidly evolving market – we've got the expertise and passion to help you achieve your objectives.

Unlike some companies that focus on a narrow scope of services, COLETEK's multidisciplinary approach allows us to tackle complex projects that span multiple disciplines. Our team is adept at handling diverse challenges, from design and development to integration and testing – giving you the assurance that our solutions will meet your needs.

Based in Sandilands, New South Wales, Australia, we've established a strong presence in the region, with operations extending throughout the country. This enables us to serve businesses of all sizes, from small startups to large corporations, providing the same level of expertise and dedication that has earned us our trusted national reputation.

As you consider your next move, rest assured that COLETEK is committed to supporting local businesses like yours in Sandilands, New South Wales, Australia. We're driven by a passion for innovation, a commitment to collaboration, and a steadfast focus on delivering exceptional results that help our clients thrive.