AI & Machine Learning Services for Dereel 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 Dereel 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 Dereel 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 Dereel 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 a reputation for delivering cutting-edge solutions that revolutionize industries. Our team of experts has been serving businesses across Dereel, Victoria, Australia, and throughout Australia, offering unparalleled reliability, collaboration, and capability. With a strong foundation built on innovation and trust, we've become the go-to partner for forward-thinking organizations seeking to create innovative products, solve complex engineering challenges, or simply improve their operations. Whether you're based in Dereel, Victoria, Australia, or operate nationwide, our multidisciplinary approach means we can tackle a broad range of projects, from product development and design to testing and manufacturing support. Our national reputation is built on long-term relationships with clients who appreciate the value we bring to the table. By combining our expertise with your vision, we help businesses across Dereel, Victoria, Australia achieve their goals, increase efficiency, and drive growth. Our team of experts understands the unique challenges faced by local organizations and has developed solutions tailored to meet the specific needs of businesses in this region. What sets us apart is our commitment to collaboration, adaptability, and continuous improvement. We understand that each project requires a deep understanding of the client's goals, target audience, and market conditions. By embracing this holistic approach, we help businesses across Dereel, Victoria, Australia create products that not only meet but exceed customer expectations. At COLETEK, we're proud to serve as a trusted partner for organizations in Dereel, Victoria, Australia and throughout Australia. Our expertise is backed by years of experience, unwavering dedication to innovation, and an unshakeable commitment to delivering exceptional results. If you're looking for a partner who can help your business thrive in this competitive landscape, we invite you to explore the possibilities with us.