AI & Machine Learning Services for Mount Rowan 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 Mount Rowan 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 Mount Rowan 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 Mount Rowan 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.

Located in the heart of Mount Rowan, Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience, we've become a trusted partner for businesses across the region, providing innovative solutions to tackle their most pressing challenges.

Our expertise spans multiple sectors, from manufacturing and construction to healthcare and technology. By leveraging our comprehensive capabilities, local companies can rely on us to deliver reliable, collaborative, and customer-centric engineering and product development services. Whether you're looking to optimize your existing operations or bring a new idea to life, we're here to help.

Operating throughout Mount Rowan, Victoria, Australia, as well as other regions across Australia, our team is uniquely qualified to understand the diverse needs of local businesses. We take pride in building long-term relationships with our clients, working closely with them to develop tailored solutions that meet their specific goals and objectives.

At COLETEK, we believe that effective engineering and product development are crucial components of any successful business strategy. By partnering with us, you can rest assured that your project is in trusted hands, benefiting from our comprehensive suite of services and extensive knowledge base.

As a national company, we've developed a strong reputation for delivering exceptional results, backed by our extensive experience, rigorous problem-solving approach, and commitment to innovation. Whether you're seeking help with complex product development, process optimization, or strategic planning, COLETEK is the perfect partner to have by your side.

If you're looking for an engineering and product development company that truly understands the needs of Mount Rowan, Victoria, Australia businesses, look no further than COLETEK. Let us help you achieve your goals and propel your organization forward with confidence and success.