AI & Machine Learning Services for Clearfield 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 Clearfield 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 Clearfield 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 Clearfield 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 leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering innovative solutions that transform businesses across the country. With our expertise rooted in Clearfield, New South Wales, Australia, we take pride in serving businesses like yours, helping them overcome complex challenges and achieve their goals. For over two decades, COLETEK has been a trusted partner for businesses in Clearfield, New South Wales, Australia, offering tailored engineering and product development solutions that drive growth and profitability. Our team of experts is dedicated to understanding the unique needs of each client, from concept design to production-ready products. With our collective passion for innovation, collaboration, and reliability, we've established a strong presence nationwide, operating throughout Clearfield, New South Wales, Australia. What sets us apart is our commitment to delivering results-driven solutions that meet the specific challenges facing businesses in Clearfield, New South Wales, Australia. At COLETEK, we understand the importance of trust, integrity, and transparency in building long-lasting relationships with our clients. By fostering close collaboration, we empower businesses to overcome complex product development and engineering hurdles, freeing them up to focus on their core competencies. Our team is comprised of knowledgeable professionals who are deeply familiar with the local conditions, regulations, and market requirements in Clearfield, New South Wales, Australia. This proximity, coupled with our multidisciplinary expertise, allows us to offer bespoke solutions that cater to the distinct needs of businesses in this region. With COLETEK, you can rest assured that your project will receive unwavering attention to detail, innovative problem-solving, and timely execution. Whether you're looking to develop a new product, improve operational efficiency, or simply enhance your competitive edge, we're here to support your aspirations. At COLETEK, we believe in the transformative power of innovative engineering and product development. If you're ready to partner with a trusted ally who shares your vision for growth and success, let's start building something remarkable together.