AI & Machine Learning Services for Kickabil 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 Kickabil 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 Kickabil 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 Kickabil 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.

At COLETEK, we understand the importance of having a trusted partner to support your innovative endeavors in Kickabil, New South Wales, Australia and beyond. With over 20 years of experience as a multidisciplinary Australian engineering and product development company, we've established ourselves as a reliable collaborator for businesses seeking expertise in design, prototyping, testing, and manufacturing. Based in Kickabil, New South Wales, Australia, our team is committed to delivering tailored solutions that cater specifically to the needs of local industries. We take pride in having earned a national reputation for our innovative approach, combining engineering prowess with a deep understanding of your business goals. By working closely with you, we ensure seamless integration into your existing operations and help drive long-term success. As a leading engineering services provider in Australia, we've had the pleasure of supporting numerous businesses across Kickabil, New South Wales, Australia, as well as throughout the country. Our reputation is built on providing reliable, results-driven solutions that meet the unique needs of each individual client. Whether you're seeking innovative product development, precision manufacturing, or expert engineering consulting services, you can count on our team to provide unparalleled support. What sets us apart is our ability to bring together diverse skillsets and expertise under one roof. Our engineers, designers, and technicians are dedicated professionals with a passion for delivering exceptional outcomes. By combining cutting-edge technology with time-tested methodologies, we're able to stay ahead of the curve and push the boundaries of what's possible. As your partner in engineering excellence, COLETEK is committed to serving businesses across Kickabil, New South Wales, Australia with the same level of dedication and commitment that has earned us our stellar reputation nationwide. If you're seeking a trusted collaborator to bring your innovative ideas to life, look no further than COLETEK.