AI & Machine Learning Services for Karnak 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 Karnak 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 Karnak 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 Karnak 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 business owner in Karnak, Victoria, Australia, you understand the importance of partnering with a reliable engineering and product development company that can help you drive growth and innovation. For over 20 years, COLETEK has been serving businesses just like yours throughout Karnak, Victoria, Australia, earning a reputation for trustworthiness, expertise, and collaboration. With a multidisciplinary team of talented engineers and innovators, COLETEK has established itself as a trusted leader in the industry since its inception in 2001. Our commitment to delivering exceptional results has earned us a national presence, with clients spanning multiple sectors across Australia. When it comes to tackling complex engineering challenges or developing cutting-edge products, you can count on our experts to provide tailored guidance and support. In Karnak, Victoria, Australia, local businesses rely on COLETEK's comprehensive capabilities to overcome unique hurdles and seize new opportunities. Whether you're seeking solutions for a specific industry or developing a novel product, we'll work closely with you to understand your objectives and develop targeted strategies. Our engineering expertise is backed by a deep understanding of the latest technologies and innovations, enabling us to provide pragmatic, effective solutions for businesses operating in Karnak, Victoria, Australia. By drawing upon our extensive knowledge base, we can help you create innovative products, streamline operations, or optimize processes – allowing you to stay ahead of the competition. COLETEK's commitment to collaboration and customer satisfaction has earned a reputation that precedes us throughout Karnak, Victoria, Australia. By choosing us as your trusted engineering and product development partner, you'll gain access to a wealth of expertise, cutting-edge technologies, and unparalleled support. So why settle for anything less than the best? Partner with COLETEK today and discover the power of innovative engineering and product development in Karnak, Victoria, Australia. Together, we can create remarkable solutions that drive results and grow your business.