AI & Machine Learning Services for Neerim South 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 Neerim South 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 Neerim South 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 Neerim South 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 we go about our daily lives, it's easy to take the roads we drive on, the buildings we work in, or the products we use for granted. But have you ever stopped to think about the complex engineering and product development that goes into creating these essentials? At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, serving businesses across Neerim South, Victoria, Australia. With our expert team, cutting-edge technology, and commitment to collaboration, we partner with local businesses like yours to bring innovative ideas to life. Whether you're looking to enhance an existing product line or develop new solutions for your specific needs, COLETEK is here to help. Our trusted national reputation speaks for itself – we've worked with organizations across Australia, bringing reliability and capability to the table. At COLETEK, we understand that every business has its unique challenges and growth objectives. That's why our comprehensive approach encompasses product development, engineering services, and technology integration to give you a competitive edge. By working closely with your team, we gather insights into your specific needs and goals, tailoring our solutions to meet the demands of Neerim South, Victoria, Australia. When it comes to business partnerships, reliability is key – especially in today's fast-paced environment. Our commitment to collaboration ensures seamless communication and a deep understanding of your requirements. By leveraging COLETEK's expertise in engineering and product development, you can focus on growing your business while we handle the technical heavy lifting. By partnering with COLETEK, companies like yours in Neerim South, Victoria, Australia benefit from our proven track record of delivering high-quality solutions that meet exacting standards. Whether you're looking to enhance efficiency, streamline operations, or simply stay ahead of the competition, our team is dedicated to helping you achieve your objectives. So why wait? Let's work together to bring your vision to life and build something remarkable for Neerim South, Victoria, Australia.