AI & Machine Learning Services for Young 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 Young 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 Young 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 Young 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 innovation and reliability in engineering and product development. With our multidisciplinary expertise, accumulated over almost two decades since our establishment in 2001, we've earned a reputation as a trusted national partner for businesses across various industries. In Young, New South Wales, Australia, where industry meets community, COLETEK is committed to fostering long-term collaborations that drive success and growth. Operating throughout Young, New South Wales, Australia, and beyond, our dedicated team of experts bridges the gap between technical capability and business acumen. By combining deep industry knowledge with cutting-edge engineering solutions, we empower local entities to make informed decisions, overcome challenges, and seize opportunities. As a result, businesses in Young, New South Wales, Australia and throughout Australia can expect unparalleled support from COLETEK - a true partner in every sense. Our passion for innovation is mirrored by our commitment to building long-term relationships with clients based in Young, New South Wales, Australia. By listening attentively to their specific needs, we develop tailored engineering solutions that not only meet but exceed expectations. Whether you're seeking guidance on process improvement or expertise in product development, COLETEK stands ready to support your journey. At the forefront of our operations is the unwavering dedication to providing a level of reliability unparalleled among our peers. As trusted advisors and technical consultants, we foster collaborative environments that encourage open communication and creativity. With COLETEK, you can confidently leverage our collective expertise as you navigate the ever-changing landscape of technological advancements in Young, New South Wales, Australia. We're proud to serve businesses across Young, New South Wales, Australia by delivering high-quality engineering services that drive progress and prosperity. By joining forces with us, you'll not only gain access to cutting-edge knowledge but also tap into our collective experience and reputation for excellence.