AI & Machine Learning Services for Sunday Creek 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 Sunday Creek 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 Sunday Creek 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 Sunday Creek 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 proud pioneer in the field of engineering and product development, COLETEK has been dedicated to delivering cutting-edge solutions that transform industries and communities across Australia – including our own backyard, Sunday Creek, Victoria, Australia. Since 2001, our multidisciplinary team has earned a reputation for reliability, collaboration, and capability that trusts, rely on, and respect. Our roots are firmly planted in the Australian soil, yet our reach stretches far beyond. We take great pride in serving businesses across Sunday Creek, Victoria, Australia, working closely with local leaders to understand their unique challenges and develop tailored solutions that drive growth and innovation. With COLETEK, you're partnering with a trusted ally who genuinely understands the region's needs. What sets us apart is our commitment to staying at the forefront of engineering and product development. Our experts invest countless hours in staying abreast of the latest advancements, ensuring they can skillfully integrate innovative ideas, advanced materials, and precision manufacturing techniques to create products that exceed expectations. At COLETEK, we understand that Sunday Creek, Victoria, Australia's businesses require more than just technical expertise – they need a reliable partner that empathizes with local challenges. We're not just an engineering firm; we're community champions who care deeply about the region's prosperity and well-being. Throughout Australia, our team has had the privilege of working alongside some of the country's most forward-thinking organizations. Our collaborative approach builds bridges between technical prowess and business acumen, empowering clients to conquer complex challenges and seize opportunities. As you look to elevate your operations or bring a game-changing concept to life, COLETEK invites you to tap into our collective expertise, garnered from years serving businesses across Sunday Creek, Victoria, Australia and far beyond. Trust us to provide expert assistance, grounded in our deep understanding of the region's needs and Australia's industrial landscape. So why wait? Let your business thrive under the guiding light of innovation, guided by COLETEK's unwavering commitment to Sunday Creek, Victoria, Australia.