AI & Machine Learning Services for Chesney Vale 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 Chesney Vale 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 Chesney Vale 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 Chesney Vale 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 trusted and innovative multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to serve businesses across Chesney Vale, Victoria, Australia. Our team of experts has a proven track record of delivering solutions that meet the specific needs of local companies, helping them thrive in an ever-evolving marketplace. Operating from our base in Chesney Vale, Victoria, Australia, we have built a reputation as a reliable and collaborative partner for businesses of all sizes. With cutting-edge engineering and product development capabilities, we can support you in overcoming complex challenges and driving growth. Whether you're looking to revamp your manufacturing processes, develop innovative products, or improve operational efficiency, our team is dedicated to helping Chesney Vale, Victoria, Australia-based businesses achieve their objectives. At COLETEK, we take pride in being a trusted partner for local businesses and national corporations alike. Our expertise spans multiple industries, and we're committed to understanding the unique needs of each client. By collaborating closely with your team, we can develop tailored solutions that meet your specific goals and challenges. By leveraging our collective knowledge and experience, we'll help you navigate the complexities of product development and engineering, ensuring a smoother path forward for Chesney Vale, Victoria, Australia-based businesses. As a trusted partner operating throughout Chesney Vale, Victoria, Australia, we're committed to building long-term relationships with local companies and national corporations. We believe that our multidisciplinary approach, combined with our passion for innovation, makes us an ideal partner for any business seeking growth and success.