AI & Machine Learning Services for Pericoe 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 Pericoe 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 Pericoe 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 Pericoe 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 Pericoe, New South Wales, Australia, you're no stranger to the challenges of operating in today's fast-paced and competitive market. From maintaining efficiency and productivity to staying ahead of the curve with emerging technologies, it can be overwhelming to balance these demands while keeping your core operations running smoothly. At COLETEK, we understand the unique needs of businesses across Pericoe, New South Wales, Australia, and have built our reputation on delivering reliable, innovative, and collaborative solutions. As a multidisciplinary Australian engineering and product development company established in 2001, we've earned a trusted national presence by working closely with clients to develop tailored strategies that empower their growth. Operating throughout Pericoe, New South Wales, Australia, COLETEK is dedicated to empowering local businesses like yours to achieve their goals. With our team of experienced engineers and product developers, we're committed to understanding your specific needs and delivering end-to-end solutions that ensure the success you deserve. What sets us apart from others in the industry? Our unique blend of technical expertise, creativity, and attention to detail enables us to tackle even the most complex challenges. By fostering strong partnerships with businesses across Pericoe, New South Wales, Australia, we're dedicated to becoming an extension of your team – working collectively to drive innovation and growth. At COLETEK, we're proud of our legacy of delivering exceptional results for businesses in Pericoe, New South Wales, Australia, and throughout Australia. Whether you're looking to optimize processes, develop new products, or leverage cutting-edge technologies, our team is here to support your vision. By partnering with us, you can tap into the collective expertise of our team and unlock the potential for remarkable growth. Here at COLETEK, we believe in building meaningful relationships that drive business success. Contact us today to explore how our multidisciplinary approach can benefit your organization across Pericoe, New South Wales, Australia.