AI & Machine Learning Services for Dumbalk 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 Dumbalk 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 Dumbalk 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 Dumbalk 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.

Proudly established in 2001, COLETEK is a multidisciplinary Australian engineering and product development company with a reputation for reliability and collaboration. For over two decades, we've been serving businesses across Dumbalk, Victoria, Australia, providing trusted expertise to drive innovation and growth. Operating throughout Australia, our team of experienced engineers and designers has developed a deep understanding of the local market. We're passionate about supporting businesses in Dumbalk, Victoria, Australia, just as we do for our clients nationwide. Our comprehensive approach combines engineering prowess with a keen eye for detail, ensuring that every project receives the attention it deserves. At COLETEK, we believe that collaboration is key to driving success. By working closely with our clients, we gain insight into their unique challenges and develop tailored solutions that meet their specific needs. From design and development through testing and implementation, we're committed to delivering exceptional results that exceed expectations. As a trusted partner for businesses in Dumbalk, Victoria, Australia, COLETEK is dedicated to empowering local companies like yours. With our multidisciplinary expertise and national reputation for excellence, we're the ideal choice for organizations seeking innovative solutions to drive growth and prosperity. Whether you're just starting out or looking to expand your operations, we're here to support your journey every step of the way. When you partner with COLETEK, you can rest assured that you're working with a trusted ally who has your best interests at heart. Our commitment to innovation, reliability, and collaboration sets us apart from other providers in the region. By choosing COLETEK as your engineering partner, you'll enjoy a seamless experience that gets results. So why settle for anything less when you can have the best? Let COLETEK be your go-to partner for all your engineering and product development needs. Operating throughout Dumbalk, Victoria, Australia, we're here to support your business goals and help you achieve the success you've always envisioned.