At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Tocumwal 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 Tocumwal 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 Tocumwal 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 Tocumwal Together
If you're based in for Tocumwal 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 Tocumwal Experience!
Partnering with Tocumwal, New South Wales, Australia Businesses: COLETEK's Local Expertise
As a multidisciplinary Australian engineering and product development company established in 2001, we've earned a reputation for delivering innovative solutions that exceed client expectations. Our commitment to providing reliable expertise has made us a trusted partner for businesses across Tocumwal, New South Wales, Australia, and beyond.
COLETEK's history of innovation has been built on fostering strong relationships with clients from diverse industries. By drawing upon our combined experience and capabilities, we're able to offer collaborative solutions that address the unique challenges faced by local businesses in Tocumwal, New South Wales, Australia.
From agricultural operations to manufacturing facilities, we understand the complexities involved in modernizing business processes and leveraging technology to drive growth. Our expertise has been refined through numerous projects serving clients across Australia, giving us a deep appreciation for the distinctive characteristics of regional markets like Tocumwal, New South Wales, Australia.
We believe that our capabilities can be leveraged by local businesses to overcome obstacles and seize opportunities. With COLETEK on your side, you'll benefit from tailored approaches designed specifically for the Tocumwal, New South Wales, Australia region's distinct context.
Let us work together to drive innovation and progress in Tocumwal, New South Wales, Australia. We're proud to operate throughout this beautiful part of Australia and look forward to building a lasting partnership with you. Contact COLETEK today to learn how we can assist your business thrive in this exceptional area.
