AI & Machine Learning Services for Garran 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 Garran 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 Garran 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 Garran 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.

Pioneering innovation in the heart of Australasia – that's where COLETEK comes in. As a multidisciplinary engineering and product development company established in 2001, we've earned our reputation as trusted collaborators that propel businesses forward. Our foundation is built on reliability, expertise, and dedication to delivering exceptional results. Operating throughout Australia, including proud locals working closely with clients based in Garran, Australian Capital Territory, we understand the unique challenges and opportunities that come with serving the ACT's thriving business community. At COLETEK, we're driven by a passion for innovative problem-solving and a steadfast commitment to helping businesses like yours succeed. Our extensive expertise spans multiple disciplines, honed through years of experience in various industries. By leveraging our collective knowledge and capabilities, we partner with you to address your specific needs, fostering robust solutions that drive growth and profitability. From concept to reality, COLETEK takes an active role in understanding your business objectives, identifying opportunities, and implementing tailored strategies to get you where you want to be. Whether you're looking for support during a period of rapid expansion or seeking innovative ways to improve operations and efficiency, our multidisciplinary team is equipped to tackle the most complex challenges. By operating throughout Garran, Australian Capital Territory, we stay connected to the local business ecosystem, allowing us to better serve our clients with proximity and familiarity. When you need trusted collaborators who share your commitment to excellence, look no further than COLETEK. Our heritage as a reliable partner for businesses across Garran, Australian Capital Territory, has earned us a reputation that precedes us. By embracing the latest trends, best practices, and technological advancements, we continuously strive to push boundaries and drive results.