AI & Machine Learning Services for Howick 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 forHowick 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 Howick 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 forHowick 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.

Building Relationships and Driving Growth for Businesses in Howick, Upper Hunter Valley, New South Wales, Australia

As a thriving community nestled in the heart of the Upper Hunter Valley, Howick is a hub of activity and opportunity. Home to a diverse range of businesses and industries, this vibrant location presents a unique set of challenges and opportunities for entrepreneurs and small business owners alike. At COLETEK, we understand the importance of fostering strong relationships with local organizations and communities, which is why we've dedicated ourselves to providing tailored support and guidance to help them thrive. With extensive experience supporting businesses across Australia, our team brings a wealth of knowledge and expertise to the table. Our national reach has equipped us with the ability to adapt to the specific needs of our clients in Howick and beyond, allowing us to deliver results-driven solutions that drive long-term growth and success. But what truly sets us apart is our commitment to putting our customers first. As a locally-owned and operated business, we're deeply invested in the communities we serve. We understand the importance of establishing trust with local stakeholders, which is why we always put our clients' needs at the forefront of every interaction. Whether you're looking to improve operational efficiency, expand your customer base, or simply navigate the ever-changing business landscape, we'll work hand-in-hand with you to develop a personalized strategy that meets your unique goals and objectives. Our innovative approach to business consulting combines cutting-edge ideas with good old-fashioned common sense, ensuring our clients receive actionable advice that's easy to implement and measure. And because we're deeply rooted in the local community, we have a deep understanding of the specific challenges and opportunities facing businesses in Howick and the surrounding areas. This nuanced understanding allows us to develop solutions that not only drive results but also respect the rich cultural heritage and natural beauty of our wonderful region. At COLETEK, we're proud to be a trusted partner for local businesses looking to take their operations to new heights. Whether you're just starting out or seeking to grow your existing business, we'll be by your side every step of the way. So why wait? Let's work together to build a brighter future for our community. Contact Us