AI & Machine Learning Services for Forbes 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 Forbes 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 Forbes 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 Forbes 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 or decision-maker in Forbes, New South Wales, Australia, you understand the importance of having a reliable and capable engineering partner to help drive your organization's growth and innovation. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a national reputation for delivering exceptional results. For over two decades, we've been serving businesses across Forbes, New South Wales, Australia, by providing tailored solutions that meet their unique needs and goals. Our experts have the skills and knowledge to help you overcome complex challenges and develop innovative products or services that set you apart from the competition. At COLETEK, we're not just another engineering company – we're a collaborative partner who takes the time to understand your business and industry. Our ability to seamlessly integrate with clients' existing operations has earned us a trusted reputation throughout Australia. Whether you're looking to improve efficiency, reduce costs, or develop new technologies, our team is dedicated to helping you achieve your objectives. Our expertise extends far beyond just providing engineering services – we're committed to building long-term relationships and understanding the local market in Forbes, New South Wales, Australia. This insider knowledge allows us to bring innovative solutions that are specifically tailored for businesses operating within this region. By working closely with you, our goal is to become an extension of your team, allowing us to collectively overcome any challenge or seize new opportunities. If you're looking for an engineering partner who can deliver exceptional results and has a deep understanding of the Forbes, New South Wales, Australia market, look no further than COLETEK. We're ready to bring our expertise and innovative spirit to help you achieve your goals – let's build something remarkable together.