AI & Machine Learning Services for Mount View 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 View 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 View 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 View 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 the sun rises over the picturesque town of Mount View, New South Wales, Australia, businesses just like yours are thriving with the support of COLETEK. Our multidisciplinary Australian engineering and product development company has been serving these communities for over two decades, establishing a reputation built on trust, innovation, and unwavering commitment to excellence. Based in Mount View, New South Wales, Australia, our team operates throughout the region, supporting local businesses from diverse industries with tailored solutions that simplify their operations. With COLETEK by your side, you can rely on our expertise in engineering, product development, and technical consulting to propel your organization forward. Our comprehensive capabilities ensure seamless integration into your existing processes, allowing your business to focus on what matters most – growth, innovation, and customer satisfaction. When you partner with COLETEK for Mount View, New South Wales, Australia-based businesses, you gain access to a wealth of knowledge and experience. From product design and development to manufacturing and deployment, our team's technical prowess is unparalleled. This means that your business will benefit from the expertise of seasoned professionals who have developed countless solutions across various sectors. Operating throughout Mount View, New South Wales, Australia, we recognize that each organization faces unique challenges. That's why we take a collaborative approach, working closely with your team to understand your specific needs and develop tailored solutions that drive success. We're dedicated not only to delivering outstanding results but also to fostering long-term relationships built on trust, open communication, and mutual understanding. Whether you're looking to innovate existing processes, launch new products or services, or optimize operations for greater efficiency, COLETEK stands ready to help. With our team's extensive experience and commitment to excellence, you can rest assured that your business will thrive in the ever-changing landscape of Mount View, New South Wales, Australia.