AI & Machine Learning Services for Holgate 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 Holgate 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 Holgate 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 Holgate 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to serve businesses across Holgate, New South Wales, Australia. With our trusted national reputation for reliability, collaboration, and capability, we're uniquely positioned to help local enterprises succeed and thrive. Based in Holgate, New South Wales, Australia, we understand the unique challenges and opportunities facing businesses like yours. As an engineering and product development company, we bring a deep understanding of mechanical, electrical, and chemical principles to every project we undertake. Whether you're looking to improve operations, develop new products, or enhance customer experiences, our expert team is here to help. COLETEK's innovative approach has earned us a reputation as a trusted partner for businesses operating throughout Holgate, New South Wales, Australia. By leveraging the latest technologies and partnering with talented engineers and developers, we create bespoke solutions that drive real results. From concept design to product launch, we guide you every step of the way. As a business in Holgate, New South Wales, Australia, you deserve a partner who gets it – someone who understands the local market, the region's industries, and the unique needs of your operation. At COLETEK, we're committed to helping local businesses like yours succeed through innovative engineering solutions that meet their specific challenges. When you choose COLETEK as your trusted partner in Holgate, New South Wales, Australia, you can count on our team to collaborate closely with you to deliver custom solutions that meet your needs and exceed your expectations. Whether you're looking to improve internal processes or develop new products for the market, we'll work together to make it happen. COLETEK is dedicated to supporting businesses in Holgate, New South Wales, Australia with cutting-edge engineering and product development services that drive real results. Let's build something remarkable together.