AI & Machine Learning Services for Mount Vincent 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 Vincent 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 Vincent 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 Vincent 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 respected multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering innovative solutions that transform businesses across various industries. Our deep expertise and national presence have earned us the trust of clients ranging from startups to large corporations.

We're proud to serve businesses in Mount Vincent, New South Wales, Australia, and beyond. Our commitment to collaboration and reliability has allowed our trusted partnerships to flourish, enabling clients to focus on their core strengths while we handle their engineering and product development needs.

At COLETEK, we take a consultative approach, partnering with our clients to understand their unique challenges and goals. By combining our extensive knowledge of engineering principles, technologies, and processes, we create tailored solutions that drive results. Whether you're looking to improve operational efficiency, enhance product quality, or simply stay ahead of the competition, we've got your back.

Based in Mount Vincent, New South Wales, Australia, we operate throughout the region, providing support and expertise to local businesses and entrepreneurs who share our passion for innovation and success. We're not just a tech company; we're your trusted ally, dedicated to helping you overcome any obstacle or seize any opportunity.

When you partner with COLETEK, you can rely on our proven track record of delivering high-quality solutions that meet the unique needs of businesses in Mount Vincent, New South Wales, Australia. Our commitment to innovation and collaboration means that we'll always be there to help you navigate the complexities of engineering and product development, so you can focus on what matters most – growing your business.