AI & Machine Learning Services for Belbora 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 Belbora 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 Belbora 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 Belbora 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 over two decades of experience under our belt, you can trust that when you partner with us, you'll get more than just technical expertise – you'll get a reliable collaborator who understands the unique challenges and opportunities facing businesses in Belbora, New South Wales, Australia and beyond. As a respected national player in engineering and product development, we've built a reputation for delivering exceptional results to clients across various industries. Our commitment to quality, innovation, and customer satisfaction has earned us a loyal following among businesses operating throughout Australia – including those based in Belbora, New South Wales, Australia. At the heart of our approach is a deep understanding that every business requires tailored solutions that cater to their individual needs. Be it developing new products, enhancing existing ones, or improving operational efficiency, we collaborate closely with our clients to identify and address key pain points. This proactive, customer-centric mindset has allowed us to forge lasting relationships with many businesses in Belbora, New South Wales, Australia. Throughout the years, COLETEK has consistently demonstrated its ability to deliver complex engineering projects on time, within budget, and exceeding client expectations. Our capabilities extend from conceptual design to prototype development, testing, and manufacturing – giving clients a comprehensive solution from start to finish. So, whether you're looking to revolutionize your products, optimize processes, or simply find creative solutions to pressing challenges, we invite you to draw upon our collective expertise. By partnering with COLETEK, businesses in Belbora, New South Wales, Australia can tap into a tried-and-true blend of creativity, technical know-how, and project management prowess. We're more than just an engineering company – we're your trusted ally for bringing innovative ideas to life.