At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Ravenswood 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 Ravenswood 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)
Why AI & Machine Learning Services for Ravenswood Clients Choose COLETEK
- 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.
Let’s Build Practical AI & Machine Learning Services for Ravenswood Together
If you're based in for Ravenswood 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.
We have long-standing AI & Machine Learning Services for Ravenswood Experience!
Engineering Excellence for Ravenswood Businesses: COLETEK's Local Approach to Success
In the heart of Victoria, Australia, lies Ravenswood – a thriving community with an entrepreneurial spirit that has earned its reputation as a hub of innovation. As a multidisciplinary engineering and product development company based in Ravenswood, Victoria, Australia, and established in 2001, COLETEK is committed to supporting local businesses as they strive for growth and excellence.
COLETEK prides itself on its trusted national reputation, built over two decades through dedication to innovation, collaboration, and reliability. With a team of experienced professionals working together seamlessly, our engineering and product development capabilities underpin numerous successful projects throughout Ravenswood, Victoria, Australia, and beyond. By embracing cutting-edge technologies and methodologies, COLETEK empowers local businesses to stay ahead of the curve.
Serving businesses across Ravenswood, Victoria, Australia, with their diverse needs and challenges in mind, we foster long-term relationships built on mutual respect and trust. Our capabilities are not limited to a specific industry or sector; instead, we focus on delivering tailored solutions that address our clients' unique requirements. Whether you're seeking guidance on implementing new technologies, streamlining processes, or scaling your operations, COLETEK is committed to providing the expertise needed to drive success.
When it comes to engineering and product development in Ravenswood, Victoria, Australia, businesses can rest assured that they are in good hands with COLETEK. By combining our wealth of knowledge, innovative thinking, and passion for delivering outstanding results, we consistently exceed expectations. Experience the difference for yourself; partner with us today to unleash your full potential and take on the challenges facing your business.
