AI & Machine Learning Services for Norval 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 Norval 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 Norval 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 Norval 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 business owner based in Norval, Victoria, Australia, you understand the importance of having trusted partners that can help you drive innovation and growth. That's precisely why we're excited to introduce COLETEK – a multidisciplinary Australian engineering and product development company established in 2001. With our extensive experience and expertise, we've built a national reputation for delivering reliable, efficient, and collaborative solutions that support the success of businesses across Norval, Victoria, Australia. At COLETEK, we pride ourselves on being more than just an engineering firm – we're problem-solvers who share your passion for innovation. Our team of experts works closely with clients to understand their unique challenges and develop customized product development and engineering solutions that drive results. Whether you're looking to improve productivity, reduce costs, or simply optimize your operations, our expertise spans a wide range of industries and applications. As a leader in the field of product development and engineering, we've had the privilege of working with numerous businesses throughout Australia, including many right here in Norval, Victoria, Australia. Our ability to integrate seamlessly into clients' existing ecosystems has enabled us to deliver exceptional outcomes that have significant impacts on their bottom lines. From ideation to implementation, our dedicated team is committed to exceeding your expectations and delivering solutions that meet the unique challenges of Norval, Victoria, Australia's business community. What sets COLETEK apart from other engineering firms is our unwavering commitment to collaboration and customer satisfaction. We understand that every project is a reflection of our capabilities, which is why we take pride in building long-term relationships with our clients based on trust, open communication, and mutual respect. By operating throughout Norval, Victoria, Australia, and beyond, we're proud to serve as an extension of your team – working together to drive success. Today, more than ever, businesses in Norval, Victoria, Australia require innovative solutions that can be implemented quickly and cost-effectively. That's where COLETEK comes in – offering cutting-edge product development and engineering expertise that can help you stay ahead of the curve. If you're looking for a trusted partner to support your business ambitions, get in touch with us today.