AI & Machine Learning Services for Hartley Vale 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 Hartley Vale 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 Hartley Vale 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 Hartley Vale 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 trusted national engineering and product development company, we are proud to serve businesses across Hartley Vale, New South Wales, Australia. Since our inception in 2001, COLETEK has earned its reputation by delivering reliable, collaborative solutions that empower Australian industries. We understand the unique challenges faced by local companies and are committed to helping them overcome obstacles and thrive.

Located based in Hartley Vale, New South Wales, Australia, we operate across the country, providing our expertise to businesses of all sizes. Our multidisciplinary team comprises experienced engineers, innovators, and project managers who share a passion for solving complex problems. We apply this collective expertise to develop tailored solutions that meet the distinct needs of each client.

Our team is dedicated to understanding your unique challenges and working collaboratively with you to build a solution that exceeds expectations. With COLETEK, you can be assured of receiving expert advice, innovative thinking, and reliable execution. We take pride in our capability to operate at the forefront of engineering innovation, driving growth and prosperity for businesses like yours.

At COLETEK, we're committed to supporting Hartley Vale, New South Wales, Australia businesses throughout their product development journeys. Whether you're looking to bring a new concept to life, improve existing products or processes, or capitalize on emerging market opportunities, our team is here to guide and support you every step of the way.

We believe that building strong relationships, leveraging local knowledge, and applying national expertise can lead to remarkable results. As your trusted partners in Hartley Vale, New South Wales, Australia, we're eager to bring our collective expertise to the table and help you achieve your goals.