AI & Machine Learning Services for Howlong 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 Howlong 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 Howlong 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 Howlong 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With two decades of experience, our team has been serving businesses across Howlong, New South Wales, Australia, as well as throughout the country. We've built a reputation for reliability, collaboration, and capability – qualities that we believe are essential for driving growth and success. As a locally operated company with a national presence, we understand the unique needs of businesses in Howlong and surrounding regions. Our team is committed to providing tailored solutions that address the distinct challenges faced by enterprises in this area. Whether you're looking to streamline processes, develop new products, or enhance your operation's efficiency – we're here to help. COLETEK's innovative approach to engineering and product development has allowed us to work with a diverse range of industries and companies. Our expertise spans multiple disciplines, including mechanical, electronic, software, and systems engineering. By combining these capabilities, we're able to deliver integrated solutions that meet our clients' specific needs. In Howlong, New South Wales, Australia, businesses are at the heart of the local economy. As a trusted partner, COLETEK is committed to supporting this community by providing world-class engineering and product development services. Our team works closely with customers to understand their goals and challenges, offering tailored solutions that drive results. At COLETEK, we believe that collaboration is key to achieving remarkable outcomes. We take the time to listen to our clients' needs, understanding the nuances of their business and the Howlong, New South Wales, Australia market. By working together, we develop innovative solutions that meet the unique demands of this region. Whether you're a local start-up or an established enterprise in Howlong, New South Wales, Australia, COLETEK is here to help you achieve your goals. Our team is dedicated to delivering exceptional results, built on the foundation of our national reputation for reliability, collaboration, and capability.