AI & Machine Learning Services for Berkeley Vale 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 Berkeley Vale 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 Berkeley Vale 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 Berkeley Vale 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 understand the importance of having a reliable partner to support your engineering and product development needs in Berkeley Vale, New South Wales, Australia. Established in 2001, our multidisciplinary team has been serving businesses across this region and throughout Australia for over two decades, earning us a reputation as a trusted national authority. We're proud to operate from our base in Berkeley Vale, working closely with local entrepreneurs, innovators, and business owners who share our passion for engineering innovation. Our commitment to delivering the highest quality solutions has earned us a strong track record of success, built on collaboration, capability, and reliability. As a leading Australian engineering and product development company, we offer comprehensive support to businesses in Berkeley Vale, helping you to drive growth, improve efficiency, and stay ahead of the competition. Whether you're seeking strategic advice, technical expertise, or innovative solutions to complex challenges, our team is equipped to provide expert guidance every step of the way. Our experience and expertise mean that you can count on us for end-to-end support across all aspects of engineering and product development – from conceptualization and design through prototyping, testing, and deployment. We're dedicated to helping businesses in Berkeley Vale, New South Wales, Australia achieve their goals by delivering customized solutions tailored to their unique needs. For businesses operating in Berkeley Vale, we offer expertise that spans multiple disciplines, including mechanical, electrical, and software engineering. Our solutions are designed to meet the specific requirements of industries such as manufacturing, logistics, healthcare, and more – allowing us to contribute meaningfully to the growth and success of local enterprises. If you're located in Berkeley Vale, New South Wales, Australia, seeking trusted engineering partners to help drive your business forward, look no further than COLETEK. We invite you to get in touch with our team to learn more about how we can support your organization's unique goals, challenges, and ambitions.