AI & Machine Learning Services for Mount Prospect 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 Mount Prospect 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 Mount Prospect 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 Mount Prospect 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 business owner in Mount Prospect, Victoria, Australia, you're committed to delivering exceptional products and services to your customers. At COLETEK, we understand the importance of having a reliable engineering partner by your side. With our multidisciplinary expertise in engineering and product development, we've established ourselves as a trusted national reputation over the past 21 years since our inception in 2001. Our team is dedicated to collaborating with local businesses like yours, serving clients across Mount Prospect, Victoria, Australia, and throughout Australia. We take pride in being more than just an engineering company – we're a strategic partner that empowers your organization to achieve remarkable results. By leveraging our expertise and capabilities, you can focus on what matters most: growing your business and exceeding customer expectations. At COLETEK, we believe that partnering with the right engineering firm can be a game-changer for your Mount Prospect, Victoria, Australia-based company. Our engineers and product developers are committed to delivering innovative solutions that meet the unique needs of local businesses like yours. Whether you're looking to improve existing products or develop new ones, our multidisciplinary teams will work closely with you to understand your goals and objectives. As a local business in Mount Prospect, Victoria, Australia, you require an engineering partner that understands the nuances of your industry. Our team takes the time to develop a deep understanding of your business needs, operating environment, and regulatory requirements. This insight enables us to design and develop products that not only meet but exceed your expectations. COLETEK's capabilities extend far beyond traditional engineering services. We're committed to collaboration, communication, and transparency throughout every project we undertake. Our experienced engineers and product developers will work closely with you to ensure that your products are designed and developed to the highest standards, meeting both technical and commercial requirements. As a business owner in Mount Prospect, Victoria, Australia, you deserve an engineering partner that's committed to delivering results. At COLETEK, we're dedicated to building trust-based relationships with local businesses like yours, empowering them to achieve remarkable things. Contact us today to learn more about how our multidisciplinary team can support your product development and engineering needs.