AI & Machine Learning Services for Croydon Hills 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 Croydon Hills 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 Croydon Hills 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 Croydon Hills 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 key player in the Australian engineering landscape, COLETEK has earned a reputation for delivering innovative solutions that drive growth and success. With our roots firmly planted in Croydon Hills, Victoria, Australia, we're committed to supporting businesses across this vibrant region and throughout the country.

Our multidisciplinary team of experts has been trusted with some of the most complex engineering challenges facing industries today. Established in 2001, COLETEK has honed a unique blend of technical expertise, business acumen, and passion for delivering exceptional outcomes. Whether you're an ambitious start-up or an established organization, we believe that collaboration is key to unlocking your full potential.

At COLETEK, we understand the importance of reliable engineering partners who can navigate the intricacies of your project. Our team operates from Croydon Hills, Victoria, Australia, and has the capability to support businesses of all sizes across various sectors. We're proud to be a trusted partner for those looking to drive innovation, streamline operations, or improve bottom-line performance.

With COLETEK, you can expect more than just technical expertise – you'll find a dedicated team that's invested in your success. By partnering with us, you gain access to our extensive knowledge base, tailored solutions, and unwavering commitment to delivering exceptional results.

Innovative thinking meets engineering prowess at COLETEK. Our experts are equipped to tackle the most pressing challenges facing Croydon Hills, Victoria, Australia, and beyond. Whether you're looking to revolutionize your business model or optimize existing operations, we're here to help.