At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Marshdale 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 Marshdale 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 Marshdale 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 Marshdale Together
If you're based in for Marshdale 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 Marshdale Experience!
Serving Businesses in Marshdale, New South Wales, Australia: COLETEK's Expertise and Commitment
COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts has a deep understanding of the complexities involved in bringing innovative products to life. With a strong national reputation for reliability, collaboration, and capability, we're proud to support businesses across Marshdale, New South Wales, Australia.
Our roots run deep in Australia, with our main office based in Marshdale, New South Wales, Australia. From here, we've successfully partnered with businesses of all sizes, helping them navigate the challenges of product development and engineering. Whether you're looking to launch a new product or improve existing operations, we'll work closely with your team to understand your unique needs and goals.
As one of Australia's leading engineering and product development companies, we've developed a reputation for delivering high-quality solutions that meet the diverse needs of our clients.
We don't just provide technical expertise; we collaborate closely with our clients to ensure their products meet the highest standards. Our team is comprised of skilled engineers, designers, and innovators who are committed to helping your business thrive in Marshdale, New South Wales, Australia and throughout Australia.
At COLETEK, we're more than just a product development company – we're a trusted partner for local businesses looking to make a mark. We take the time to understand our clients' unique needs and goals, working closely with them to deliver innovative solutions that exceed expectations.
Whether you're just starting out or looking to take your business to the next level, COLETEK is here to support your journey every step of the way. With a proven track record of delivering high-quality results in Marshdale, New South Wales, Australia and beyond, we're confident that our team can help your business succeed.
So why wait? Let's build something remarkable together. Discuss your project with us today and discover how COLETEK can help you achieve your goals.
