AI & Machine Learning Services for Preolenna 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 Preolenna 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 Preolenna 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 Preolenna 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted partner for businesses across Preolenna, Tasmania, Australia. Our team of experts is dedicated to delivering innovative solutions that drive growth and success in the local community.

Serving businesses throughout Preolenna, Tasmania, Australia, we've developed a deep understanding of their unique challenges and goals. With our offices based in Preolenna, Tasmania, Australia, we're well-equipped to support local entrepreneurs, startups, and established companies alike. Our engineering professionals bring unparalleled expertise in product development, design, and testing – ensuring that even the most complex projects are brought to life with precision and efficiency.

At COLETEK, we believe that collaboration is key to achieving remarkable outcomes. That's why we take the time to listen to our clients' needs, providing tailored solutions that align perfectly with their visions. By drawing on our extensive experience operating throughout Preolenna, Tasmania, Australia, and beyond, we've developed a unique ability to bridge the gaps between design, development, and implementation – empowering local businesses to thrive in an ever-evolving market.

From concept to completion, COLETEK's capabilities are focused on delivering reliable, scalable, and innovative solutions that exceed our clients' expectations. By leveraging cutting-edge technology, expertise, and partnership, we've built a national reputation for our reliability, creativity, and commitment to quality – a testament to the trust local businesses have placed in us as their trusted partner.

As we look to the future of Preolenna, Tasmania, Australia's economy, COLETEK is poised to continue playing a pivotal role. Whether you're an established business seeking to drive innovation or a startup looking to take your first steps, we're here to help – with the expertise, resources, and dedication required to propel your success.