AI & Machine Learning Services for Mount Stromlo 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 Mount Stromlo 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 Mount Stromlo 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 Mount Stromlo 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.

In the heart of Australia's capital city lies a community that thrives on innovation and progress. In Mount Stromlo, Australian Capital Territory, local businesses are paving the way for growth and development, driven by a spirit of entrepreneurship and creativity.

At COLETEK, we're proud to be a part of this journey. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation as trusted advisors and collaborators. Our extensive experience in various industries has equipped us with the expertise to deliver innovative solutions that meet the unique needs of businesses across Mount Stromlo, Australian Capital Territory.

We understand that every business has its own story, challenges, and aspirations. That's why our team is committed to providing unwavering support, drawing from our collective capabilities in engineering and product development. Whether you're tackling a complex problem or seeking to improve your existing operations, we'll work closely with you to find the best possible solution.

In Mount Stromlo, Australian Capital Territory, we're based in the heart of the action, yet our national reach allows us to serve businesses throughout Australia. Our local presence means we can quickly respond to your needs, while our network enables us to tap into a wealth of knowledge and expertise from across the country.

As you navigate the challenges and opportunities of Mount Stromlo, Australian Capital Territory's business landscape, rest assured that COLETEK is here to support your journey. We're committed to delivering exceptional results, fostering strong relationships, and pushing the boundaries of what's possible through our innovative approach.