At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Numeralla 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 Numeralla 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 Numeralla 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 Numeralla Together
If you're based in for Numeralla 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 Numeralla Experience!
Trusted Engineering and Product Development for Numeralla, New South Wales, Australia Businesses
At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a reputation built on reliability, collaboration, and capability, we're dedicated to supporting businesses across Numerella, New South Wales, Australia and throughout the country.
Operating throughout New South Wales, our team is committed to working closely with businesses based in Numeralla, New South Wales, Australia to understand their unique challenges and deliver tailored solutions that meet their needs. With a deep understanding of the local landscape, we've established strong relationships with businesses across the region, fostering trust and confidence in our ability to design, develop, and deliver innovative products and services.
From concept to reality, COLETEK's expertise spans engineering disciplines such as mechanical, electrical, software, and manufacturing. This broad range of capabilities enables us to tackle complex projects that require a holistic approach, ensuring seamless integration across systems and processes. Whether you're facing a specific challenge or looking to drive long-term growth, our team is well-equipped to provide the guidance and support you need.
As an organisation with a long history of collaborating with businesses in Numeralla, New South Wales, Australia, we're passionate about helping local companies thrive. By drawing on our extensive expertise and resources, our clients can focus on what matters most – driving their organisations forward – while relying on us to deliver high-quality results.
If you're looking for a trusted partner that can support your Numeralla, New South Wales, Australia business, we'd love to connect with you. Our team is poised to help you overcome the challenges associated with product development, engineering, and manufacturing in your region. Let's work together to build something remarkable.
