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

Located in the heart of Mount Collins, New South Wales, Australia, COLTEK has been a stalwart partner for local businesses seeking innovative engineering solutions since 2001. As a multidisciplinary company specialising in product development, we've established ourselves as a trusted player on the national stage. Our expertise spans multiple sectors, and our commitment to collaboration has earned us a reputation for delivering reliable results. With COLETEK, you can count on our experienced team to partner with your business in Mount Collins, New South Wales, Australia, providing the right blend of creativity, technical know-how, and dedication to your unique needs. Our national presence allows us to serve businesses across Mount Collins, New South Wales, Australia, with equal enthusiasm, ensuring that local concerns are prioritised alongside our commitment to national projects. Our approach is built on building long-term relationships through open communication, rigorous testing, and a passion for problem-solving. You can trust COLETEK to be accountable for your project's success, from concept stages to final product realisation. Our reputation speaks for itself: among the companies operating throughout Mount Collins, New South Wales, Australia, COLETEK stands out as a reliable ally in navigating complex challenges. At COLTEK, we're proud of our Australian heritage and the trust we've built with businesses across New South Wales, including those based in Mount Collins. Our local presence allows us to stay attuned to regional dynamics, tailoring solutions that address specific industry needs and market trends. Your success is at the forefront – whether you're a start-up or an established enterprise, our support allows your business to thrive.

Let’s build something remarkable together.