AI & Machine Learning Services for O'malley 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 O'malley 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 O'malley 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 O'malley 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 leading multidisciplinary engineering and product development company established in 2001, we've earned a reputation for being a trusted partner to businesses across O'Malley, Australian Capital Territory. Our team of innovation-hungry experts is dedicated to supporting local industries and driving growth through collaborative problem-solving. With a strong presence nationwide, COLETEK brings its expertise to businesses in O'Malley, Australian Capital Territory and beyond. By combining creative engineering with robust product development capabilities, we help our clients stay ahead of the curve and adapt to changing market demands. Whether you're an entrepreneur, startup founder, or established business, we understand your unique challenges and priorities. When it comes to supporting businesses like yours in O'Malley, Australian Capital Territory, COLETEK is committed to providing unwavering reliability, unshakeable trustworthiness, and collaborative spirit. Our engineers work closely with clients, listening carefully to their needs and delivering tailored solutions that meet the highest standards. We pride ourselves on being a go-to partner for those seeking innovative answers to complex problems. Operating throughout O'Malley, Australian Capital Territory, we've built long-term relationships by consistently delivering value-added services that exceed client expectations. This reputation is built on our multidisciplinary expertise, which allows us to tackle projects from diverse angles and tackle seemingly intractable challenges with precision and innovation. As you navigate the ever-changing landscape of O'Malley, Australian Capital Territory's business community, rest assured COLETEK is here to support your growth strategy, no matter what. Whether you're seeking cutting-edge engineering, product development insights, or operational excellence advice, we're the trusted partner to turn to.