AI & Machine Learning Services for Nhill 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 Nhill 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 Nhill 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 Nhill 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. Our reputation as a trusted national partner has been built on our commitment to reliability, innovation, and collaboration. As we continue to expand our reach, we're honored to serve businesses across Nhill, Victoria, Australia, empowering local industries and contributing to the region's growth. Innovation is at the heart of what we do. By combining creative problem-solving skills with expert knowledge in engineering and product development, we help clients like yours overcome challenges, seize opportunities, and thrive in an ever-evolving business environment. Whether you're an entrepreneur or a seasoned executive, our team of experts is dedicated to delivering tailored solutions that meet the unique needs of your company. As a reliable partner for businesses across Nhill, Victoria, Australia, we understand the importance of building strong relationships, fostering open communication, and staying attuned to local market trends. Our expertise spans multiple industries, from manufacturing and logistics to healthcare and agriculture, enabling us to draw upon a wealth of knowledge to address your specific needs. What sets COLETEK apart is our ability to integrate diverse disciplines, combining strengths in engineering, product development, and project management to deliver exceptional results. This multidisciplinary approach allows us to tackle complex challenges head-on, ensuring that your projects are executed efficiently, effectively, and with precision. In Nhill, Victoria, Australia, we're committed to helping local businesses achieve their goals and continue to make a positive impact on the community. Whether you're looking for expertise in product development, engineering solutions, or project management support, our team is dedicated to delivering exceptional results that exceed your expectations. So why choose COLETEK as your trusted partner? Look no further: we offer a unique blend of local insight, national reach, and global best practices, combined with a dedication to collaboration, innovation, and reliability. Join forces with us, and together, let's build something remarkable in the heart of Australia – Nhill, Victoria, Australia, where community spirit and business acumen come together.