AI & Machine Learning Services for Olney 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 Olney 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 Olney 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 Olney 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 a trusted national engineering and product development company based in Olney, New South Wales, Australia, COLETEK has been serving businesses across the region for over two decades. Established in 2001, our multidisciplinary team of experts has consistently demonstrated a commitment to delivering innovative solutions that drive real results. Whether you're an established business or a startup looking to bring your vision to life, COOLETEK is dedicated to providing tailored support to help you overcome challenges and achieve success. At COLETEK, we understand the unique needs and opportunities facing businesses in Olney, New South Wales, Australia. Our team draws on their extensive expertise across various industries to provide customized solutions that address local challenges and leverage regional strengths. With a foundation of reliability, collaboration, and capability, we empower organizations to flourish and grow. Operating throughout Australia, including serving the diverse needs of Olney, New South Wales, Australia, COLETEK has earned a reputation for delivering high-impact engineering and product development expertise. Our passion is centered on building long-term relationships with businesses across the region, offering innovative strategies that drive competitive advantage and fuel growth. By partnering with COOLETEK, you can tap into our collective knowledge and capabilities to stay ahead of the curve in Olney, New South Wales, Australia and beyond. From designing groundbreaking products to optimizing processes, we provide a collaborative framework for businesses to achieve their goals and realize new opportunities. At COLETEK, success is not just about individual achievements; it's about building lasting connections and fostering a stronger business community. That's why we're committed to serving the diverse needs of organizations across Olney, New South Wales, Australia, providing the expertise, resources, and support needed to thrive in today's fast-paced environment.