AI & Machine Learning Services for Derrinal 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 Derrinal 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 Derrinal 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 Derrinal 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 the gateway to the Great Ocean Road and a thriving hub for local industries, Derrinal, Victoria, Australia is an exciting place to call home. And at the heart of this growth and development lies innovation – something that COLETEK is passionate about. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering reliable, tailored solutions that meet the unique needs of businesses throughout Derrinal, Victoria, Australia. Operating from our base in Derrinal, Victoria, Australia, we have a deep understanding of the local market, culture, and economy. We take pride in serving a diverse range of clients across various sectors, from manufacturing to healthcare, and leveraging our expertise to help them overcome technical challenges and stay ahead of the competition. By combining cutting-edge engineering capabilities with a collaborative approach, we've established ourselves as trusted partners for businesses seeking to drive growth and prosperity. At COLETEK, we're committed to being more than just an engineering partner – we strive to build lasting relationships built on trust, open communication, and a shared vision. Our team of experts takes the time to understand your business goals, challenges, and aspirations, and works closely with you to develop tailored solutions that meet your unique needs. From concept design and prototyping to testing and implementation, our engineers are dedicated professionals who will stop at nothing to ensure the success of your project. As a national company with roots in Derrinal, Victoria, Australia, we're proud to be part of this vibrant community. We believe in supporting local businesses, from small operations to large corporations, and providing them with the reliability, expertise, and innovative thinking they need to thrive. Whether you're looking for engineering and product development solutions or simply seeking strategic guidance, COLETEK is here to help you achieve your goals. So why wait? Let Derrinal, Victoria, Australia be the hub of innovation and growth that sets your business free. Reach out to us today, and let's embark on a remarkable journey together!