AI & Machine Learning Services for Cassilis 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 Cassilis 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 Cassilis 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 Cassilis 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 thriving agricultural and industrial hub in regional Victoria, Cassilis is home to many businesses that rely on innovative engineering solutions to drive their growth and success. At COLETEK, we're proud to be a trusted partner for such ventures, drawing on our multidisciplinary expertise in engineering and product development since 2001. Based in Cassilis, Victoria, Australia, our team has a deep understanding of the unique challenges faced by businesses operating in this region. We've established ourselves as a reliable and collaborative partner, dedicated to delivering tailor-made solutions that address the distinct needs of local industries. Whether you're an agricultural producer, manufacturer, or service provider, we believe that effective engineering is a key driver of innovation and competitiveness. By leveraging our nation-wide reputation and expertise in various sectors, including but not limited to agriculture, manufacturing, mining, and infrastructure development, we can help local Cassilis businesses overcome complex technical challenges, improve operational efficiency, and stay ahead of the curve. Our team works closely with clients to understand their specific requirements and develop customized solutions that meet their unique needs. What sets us apart is our commitment to building long-term relationships, fostering open communication, and nurturing a deep understanding of local business requirements. We're not just an engineering firm – we're partners who take pride in empowering local businesses across Cassilis, Victoria, Australia, to achieve their goals and succeed. As you consider your next move or project, think about partnering with a trusted partner that can bring the best of Australian engineering expertise to your doorstep. With COLETEK by your side, you'll gain access to cutting-edge solutions, tailored support, and unwavering dedication to helping local businesses like yours thrive in Cassilis, Victoria, Australia. To learn more or explore how we can assist your business, please don't hesitate to reach out. We look forward to discussing how our multidisciplinary expertise can help drive the success of Cassilis-based companies.