AI & Machine Learning Services for Tennyson 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 Tennyson 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 Tennyson 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 Tennyson 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 serve businesses across Tennyson, Victoria, Australia and beyond, providing innovative engineering and product development solutions that help them thrive. With a rich background spanning over two decades, our multidisciplinary team has earned a reputation for delivering reliable, collaborative, and capable support to companies nationwide. Based in Tennyson, Victoria, Australia, we understand the unique challenges and opportunities that come with operating in this region. By drawing on our collective expertise, we help local businesses overcome hurdles, seize new possibilities, and achieve their goals. Whether you're a startup or an established player in the industry, COLETEK is committed to working alongside you to unlock your full potential. Through our extensive experience, we've developed a keen understanding of the intricacies involved in driving business growth. From identifying opportunities for enhancement to designing and implementing effective solutions, we bring a depth of knowledge that can make all the difference. As a trusted partner, COletek provides a comprehensive approach that addresses your specific needs, leveraging our collective wisdom to ensure success. Our team is passionate about collaboration, working closely with local businesses in Tennyson, Victoria, Australia to define their goals and create tailored strategies for achieving them. By operating throughout the region, we've developed a unique capacity to navigate the complexities of the Australian market. This allows us to deliver solutions that are both relevant and effective. At COLETEK, we're dedicated to building long-term relationships with our clients. We take pride in being more than just an external partner – we strive to be an integral part of your team, empowering you to achieve your vision. As you navigate the ever-changing landscape of Tennyson's business environment, rely on our expertise to help you stay ahead of the curve.