AI & Machine Learning Services for Wollar 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 Wollar 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 Wollar 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 Wollar 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 established in 2001. With more than two decades of experience under our belt, we've built a reputation as a trusted partner for businesses across Wollar, New South Wales, Australia. Our expertise doesn't stop at the border though - we operate throughout Australia, supporting companies big and small to overcome challenges and achieve their goals. As a locally based company with national reach, we understand the unique needs of Wollar's business community. From mining and infrastructure development to manufacturing and beyond, our team is committed to delivering reliable solutions that meet your specific requirements. Our approach is centered around collaboration - we work closely with clients to develop products and systems that exceed expectations. At COLETEK, we're not just about providing engineering expertise; we're about building long-term relationships and contributing to the growth of local economies. Based in Wollar, New South Wales, Australia, we're well-positioned to support the region's industrial, commercial, and government sectors with tailored solutions that drive results. Whether you're looking to enhance operations, optimize processes, or develop new products, our team is equipped to help. Throughout our history, COLETEK has demonstrated a passion for innovation, problem-solving, and exceeding customer expectations. Our commitment to quality, reliability, and timeliness has earned us a reputation as a go-to partner for businesses in Wollar, New South Wales, Australia and across the nation. When you partner with us, you can rest assured that our multidisciplinary expertise will translate into tangible benefits for your organization. Operating throughout Wollar, New South Wales, Australia, we're dedicated to serving local businesses like yours with professionalism, expertise, and a focus on mutual success. By working together, we can achieve remarkable results that drive growth, improve efficiency, and enhance competitiveness in an ever-changing market.