AI & Machine Learning Services for Forest Grove 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 Forest Grove 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 Forest Grove 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 Forest Grove 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 Forest Grove, New South Wales, Australia, you understand the importance of having a reliable partner to help drive your project's success. COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, is proud to have served businesses across Forest Grove, New South Wales, Australia, and throughout Australia for many years. With a reputation built on innovation, expertise, and transparency, COLETEK has earned the trust of clients operating in industries as diverse as manufacturing, energy, healthcare, and more. Our team of experienced engineers and product developers leverages cutting-edge technologies to deliver tailored solutions that meet the unique needs of each project. We take pride in our ability to collaborate closely with clients, listening carefully to their goals and challenges before developing customized strategies designed to drive results. Whether your business is based in Forest Grove, New South Wales, Australia or operating throughout local communities across Australia, COLETEK stands ready to support your initiatives with a level of dedication and commitment that sets us apart. When you work with COLETEK, you can rely on our unwavering focus on reliability, precision engineering, and meticulous attention to detail. Our team's multidisciplinary approach ensures that all aspects of your project are considered, from conceptualization to execution. Located in Forest Grove, New South Wales, Australia, COLETEK draws upon the region's natural resources, talent, and entrepreneurial spirit to drive innovation. At the same time, our national reputation for excellence enables us to connect with businesses throughout Australia, ensuring that we can support clients everywhere they may be operating. At COLETEK, our ultimate goal is to partner with your business in Forest Grove, New South Wales, Australia or nationwide, to achieve remarkable outcomes and set new standards of success. If you're seeking a trusted advisor whose collective expertise spans years of experience, technical prowess, and local knowledge, we invite you to start building something remarkable together.