AI & Machine Learning Services for Picketts Valley 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 Picketts Valley 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 Picketts Valley 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 Picketts Valley 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.

At COLETEK, we take pride in being a multidisciplinary Australian engineering and product development company established in 2001. With years of experience under our belt, we've built a reputation as trusted partners for businesses across Picketts Valley, New South Wales, Australia, and throughout the country. As a well-established player in the industry, we're committed to delivering innovative solutions that meet the unique needs of local companies like yours. Our expertise spans multiple disciplines, allowing us to navigate complex projects with ease and reliability. We operate from our base in Picketts Valley, New South Wales, Australia, serving businesses across various sectors. What sets us apart is our ability to collaborate effectively with clients, understanding their goals and challenges to develop tailored solutions that exceed expectations. Our team of seasoned engineers and product developers work efficiently to bring concepts to life, ensuring your products or services meet the exacting standards you demand. While we don't just offer a list of services, what you can expect from our partnership is unwavering dedication to delivering results that drive growth and success for your Picketts Valley, New South Wales, Australia-based business. Our focus on building long-term relationships means we'll always put your needs first, leveraging our expertise and capabilities to overcome any obstacle. As a leading engineering and product development company, operating throughout Australia, including Picketts Valley, New South Wales, Australia, COLETEK is the perfect partner for any local business seeking reliable support. Join forces with us, and let's build something remarkable together.