AI & Machine Learning Services for Kippax 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 Kippax 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 Kippax 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 Kippax 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 and innovative multidisciplinary engineering and product development company established in 2001, COLETEK has earned a reputation for reliability and collaboration across industries. Based in Kippax, Australian Capital Territory, we're committed to delivering tailored solutions for businesses like yours in this vibrant region. With over two decades of experience and a strong track record of success, COLETEK is well-equipped to support your business goals. We understand the unique challenges faced by companies operating in Kippax, Australian Capital Territory and throughout Australia. That's why we've built a team of seasoned engineers and product developers committed to working closely with clients to bring innovative ideas to life. In Kippax, Australian Capital Territory, we're proud to serve businesses that are driving change and growth. From start-ups to established players, our engineering expertise is at your service to help you overcome challenges, improve processes, and drive innovation. Whether you're looking to develop a new product or enhance existing operations, we'll work collaboratively with you to achieve your objectives. At COLETEK, we believe that engineering and product development are powerful tools for driving business success. By leveraging our expertise and capabilities, you can gain a competitive edge, streamline operations, and unlock new opportunities for growth. Our commitment to excellence has earned us a reputation as a trusted partner for businesses across Kippax, Australian Capital Territory and nationwide. When it comes to engineering and product development in Kippax, Australian Capital Territory, COLETEK is the perfect partner for your business needs. Our multidisciplinary team brings together expertise in areas such as mechanical engineering, electrical engineering, software development, and more. We're dedicated to delivering tailored solutions that meet the unique requirements of businesses like yours. As you navigate the challenges and opportunities presented by the ever-changing business landscape, we invite you to partner with us. Together, let's build something remarkable for Kippax, Australian Capital Territory and beyond.