AI & Machine Learning Services for Camberwell 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 Camberwell 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 Camberwell 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 Camberwell 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 or decision-maker in Camberwell, Victoria, Australia, you understand the importance of reliable partners who can help propel your company forward. For over two decades, COLETEK has been a trusted name in the Australian engineering and product development landscape, with a reputation that spans the nation. Established in 2001, our multidisciplinary team is equipped to tackle the most complex challenges, from concept to production. Our collective expertise encompasses engineering disciplines such as mechanical, electrical, software, and manufacturing systems – giving us a comprehensive view of your project needs. As experts in bringing innovative ideas to life, we operate throughout Australia, including Camberwell, Victoria, Australia. Our commitment to collaboration and capability has earned us a strong reputation among businesses across Camberwell, Victoria, Australia and beyond. We take pride in serving industries that value technical excellence, from manufacturing and construction to healthcare and technology. Our capabilities are designed to support local businesses like yours, helping you overcome barriers and stay ahead of the curve. At COLETEK, we believe that a successful partnership begins with a deep understanding of your unique goals and challenges. By working closely with our clients, we establish trust through open communication, shared understanding, and unwavering commitment to delivering exceptional results. Whether you're aiming to launch a new product or improve existing processes, our team is dedicated to helping you achieve your objectives. In Camberwell, Victoria, Australia, businesses face distinct challenges that require tailored solutions. We're proud to be part of this vibrant community and are committed to providing the same level of expertise and dedication you would expect from a local partner. If you're looking for an engineering and product development partner who can help drive your business forward, look no further.