AI & Machine Learning Services for West Melbourne 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 West Melbourne 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 West Melbourne 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 West Melbourne 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a trusted national reputation by serving businesses across West Melbourne, Victoria, Australia and throughout the country. Our experienced team combines technical expertise with innovative thinking to deliver tailored solutions that drive growth and success for local companies. Based in West Melbourne, Victoria, Australia, we're proud to operate throughout this vibrant region, supporting entrepreneurs and enterprises of all sizes. Whether you're a young startup or an established business, our team is dedicated to helping you overcome the unique challenges you face in today's fast-paced market. Our comprehensive approach involves collaborating with your team to understand your goals, then applying our expertise to develop robust, reliable solutions that meet your needs. At COLETEK, we're committed to building long-term relationships by delivering exceptional results and exceeding customer expectations. Our multidisciplinary team includes experts in engineering, product development, manufacturing, and more. By integrating these diverse skill sets, we create a powerhouse of innovation and capability that can be leveraged for businesses across West Melbourne, Victoria, Australia. By choosing COLETEK as your trusted partner, you'll gain access to a wealth of knowledge and resources tailored to the specific needs of your business in West Melbourne, Victoria, Australia. Our team is dedicated to working closely with yours to develop customized solutions that drive growth, improve efficiency, and increase profitability. So why choose COLETEK? Because we're more than just a company – we're your trusted partner for success. With our headquarters located in West Melbourne, Victoria, Australia, we're committed to supporting the local business community and helping you achieve your goals.