AI & Machine Learning Services for NSW 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 NSW 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 NSW 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 NSW 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 the sun rises over the iconic Sydney Opera House, COLETEK sets out to empower businesses in New South Wales, Australia with our expertise in engineering and product development. With a reputation built on reliability, collaboration, and capability, we've established ourselves as a trusted national partner since 2001. Operating throughout New South Wales, Australia, we're dedicated to serving businesses that strive for excellence. Our multidisciplinary team of engineers and experts works closely with clients to deliver innovative solutions that meet the unique needs of each project. Whether you're based in Sydney, Melbourne, or anywhere across this beautiful state, rest assured that COLETEK is committed to helping your business thrive. At COLETEK, we understand the importance of building strong relationships with our customers. That's why we prioritize open communication, active listening, and a collaborative approach to ensure seamless project execution. Our engineers are always up-for-a-challenge and committed to delivering high-quality outcomes that meet the diverse needs of businesses in New South Wales, Australia. Throughout our 20+ years of operation, COLETEK has earned a reputation for its people-orientated culture, strong project management, and ability to turn complex ideas into reality. Our trusted national presence is just as important as our local focus, ensuring that we're accessible and responsive to businesses across New South Wales, Australia. If you're looking for a partner who can elevate your business through innovative engineering and product development solutions, look no further than COLETEK. We're confident in our ability to deliver exceptional results that meet the unique needs of businesses like yours in New South Wales, Australia.