AI & Machine Learning Services for Conimbia 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 Conimbia 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 Conimbia 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 Conimbia 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 businesses in Conimbia, New South Wales, Australia continue to thrive, it's essential to have trusted partners who understand the unique challenges and opportunities specific to your region. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With extensive experience in various industries, our team is well-equipped to support local businesses like yours. Based in Conimbia, New South Wales, Australia, we've been serving businesses across the region for many years, building strong relationships with clients who value our collaborative approach and commitment to reliability. Our team of experts has the capability to deliver innovative solutions that meet the specific needs of your business, whether you're looking to develop a new product or enhance existing operations. Throughout Conimbia, New South Wales, Australia, COLETEK is recognized for its dedication to helping local businesses succeed. We believe in fostering strong partnerships built on trust, flexibility, and open communication. By choosing COLETEK as your trusted partner, you can rely on our expertise and resources to help navigate the complexities of engineering and product development. At COLETEK, we're passionate about combining creative thinking with technical prowess to drive innovation and growth for businesses in Conimbia, New South Wales, Australia. If you're looking for a reliable partner who understands your unique needs and challenges, look no further. With our presence operating throughout Australia, including Conimbia, New South Wales, Australia, we're here to support your business every step of the way.