AI & Machine Learning Services for Homebush 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 Homebush 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 Homebush 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 Homebush 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 operating in Homebush, Victoria, Australia, you understand the importance of staying ahead of the curve in today's fast-paced market. With COLETEK on your side, you can rest assured that your engineering and product development needs are in capable hands. Since 2001, our multidisciplinary Australian company has been dedicated to reliability, collaboration, and capability – a trifecta that has earned us a trusted national reputation. At COLETEK, we're passionate about empowering businesses like yours across Homebush, Victoria, Australia. Our team of expert engineers and product developers is committed to delivering tailored solutions that meet your unique needs. Whether you're looking to improve efficiency, increase productivity, or enhance customer experience, our expertise can help you achieve your goals. Our extensive experience in various industries has equipped us with the know-how to tackle the most complex challenges. By operating throughout Australia, including Homebush, Victoria, Australia, we've developed a deep understanding of local market conditions and regional requirements. This insight enables us to develop solutions that are not only innovative but also practical and effective. What sets COLETEK apart is our commitment to collaboration. We take the time to understand your business, your industry, and your goals. Our expert team will work closely with yours to ensure that your needs are met and exceeded. By building strong relationships and fostering open communication, we can facilitate seamless product development and implementation. At COLETEK, we're proud of our national reputation for reliability, innovation, and expertise in engineering and product development. As a business owner in Homebush, Victoria, Australia, you can be confident that your project is in good hands when you partner with us. Together, let's build something remarkable and take your business to the next level.