AI & Machine Learning Services for Holmesville 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 Holmesville 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 Holmesville 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 Holmesville 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 respected multidisciplinary Australian engineering and product development company, we've had the privilege of serving businesses across Holmesville, New South Wales, Australia for over two decades. Since our inception in 2001, COLETEK has established itself as a trusted partner for companies looking to drive innovation and growth. Based in Holmesville, New South Wales, Australia, our team is dedicated to harnessing cutting-edge technology and engineering expertise to deliver reliable, innovative solutions that meet the unique needs of businesses like yours. With extensive experience across various industries, we're well-equipped to support your operations from design to delivery – leveraging our collective know-how to tackle complex challenges and capitalize on opportunities. Our capabilities are broad, yet focused on collaboration, reliability, and delivering exceptional value to our clients. By combining talent, expertise, and a deep understanding of the local Holmesville, New South Wales, Australia context, we empower businesses to transform their operations, improve performance, and thrive in an ever-changing landscape. When you partner with COLETEK, you can rest assured that you'll be working with a dedicated team, knowledgeable about the nuances of Holmesville, New South Wales, Australia. Our local roots allow us to tailor our approach to meet the specific needs of businesses operating throughout the region. Whether your company is based in Holmesville itself or operates across multiple locations within New South Wales, we have the capabilities and expertise to support you. Join forces with a trusted partner that shares your vision for success. Look no further than COLETEK. Operating throughout Australia, including Holmesville, New South Wales, Australia, our team is committed to being an integral part of your growth strategy – providing innovative solutions that drive real-world impact.