AI & Machine Learning Services for Dark Corner 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 Dark Corner 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 Dark Corner 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 Dark Corner 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 trusted multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering reliable solutions that drive business growth. With our expertise, you can trust we'll support your endeavors from Dark Corner, New South Wales, Australia to any corner of this wonderful country. At the heart of our success lies our commitment to collaboration and capability. We pride ourselves on taking an interdisciplinary approach to engineering and product development, leveraging a diverse skill set that spans from mechanical, electrical, and aerospace engineering to materials science and systems integration. This unique blend of expertise enables us to tackle complex challenges head-on, always striving for innovative, yet practical, solutions. COLETEK's national reputation has been built on our capability to serve businesses across various sectors, including energy, mining, transport, and manufacturing – right here in Dark Corner, New South Wales, Australia, as well. We understand the distinct needs of local industries and are dedicated to providing tailored support that aligns with your specific business objectives. We don't just boast about being innovators; our capabilities are backed by extensive experience in project management, allowing us to adapt flexibly to changing circumstances. By embracing collaboration and leveraging our diverse skills, we help create sustainable growth opportunities for businesses operating in Dark Corner, New South Wales, Australia and beyond. It's imperative that you have confidence in the partners who support your business. COLETEK has earned a reputation as a trusted advisor in the engineering and product development space, consistently delivering results that exceed expectations. Our commitment to serving businesses across Dark Corner, New South Wales, Australia is unwavering. By aligning ourselves with your business goals, we can help you overcome challenges, seize opportunities, and drive long-term success.