AI & Machine Learning Services for Tyntynder 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 Tyntynder 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 Tyntynder 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 Tyntynder 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 pride ourselves on being a trusted partner to businesses across Tyntynder, Victoria, Australia and throughout the country. As a multidisciplinary Australian engineering and product development company established in 2001, our innovative approach has earned us a reputation as a go-to solution provider for companies seeking reliable and collaborative support. Located based in Tyntynder, Victoria, Australia, we've had the pleasure of serving businesses across the region for many years. Our long-standing presence within the local community allows us to understand the unique needs and challenges faced by area entrepreneurs, manufacturers, and innovators. COLETEK's capabilities extend beyond product development and engineering to encompass the full lifecycle of a project – from conceptualization to deployment. Our company has thrived on fostering strong relationships with clients based in Tyntynder, Victoria, Australia who value our attention to detail, expertise in problem-solving, and ability to collaborate seamlessly. By working together, we've developed solutions that have driven tangible benefits, such as improved efficiency, enhanced customer satisfaction, and increased market competitiveness. COLETEK's engineering prowess is backed by decades of experience in developing bespoke products, systems, and manufacturing processes for a wide range of industries. Whether your business requires customized equipment, innovative packaging designs, or optimization of existing systems, our team is well-equipped to help you overcome the challenges you face. When partnering with COLETEK, Tyntynder, Victoria, Australia business owners can count on a dedicated team that will listen carefully to their needs, provide strategic guidance, and deliver exceptional results. We understand that each company's goals and objectives are unique, which is why we strive to develop tailored solutions that align with your specific requirements. At COLETEK, we're committed to supporting regional businesses like yours in Tyntynder, Victoria, Australia. If you're looking for a trusted partner who can help you unlock new opportunities and drive growth, get in touch with us today. We'd be delighted to demonstrate how our expertise can benefit your organization and contribute to the region's economic development.