At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Armstrong 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 Armstrong 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 Armstrong 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 Armstrong Together
If you're based in for Armstrong 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 Armstrong Experience!
Engineering Solutions for Armstrong, Victoria, Australia
Located amidst the picturesque Victorian townscape of Armstrong, COLETEK has been a trusted partner for businesses and stakeholders throughout this charming region since 2001. As a multidisciplinary Australian engineering and product development company, we take pride in serving local industries and community with innovative solutions that drive growth.
Firmly rooted in Armstrong, Victoria, Australia, our national presence allows us to bridge the gap between rural towns like ours and larger metropolitan areas. By working closely together, we craft bespoke products and services tailored to meet the diverse needs of businesses operating across Armstrong. Whether you're an established player or a pioneering entrepreneur, COLETEK stands ready to help you realize your vision.
We believe that the spirit of innovation is best ignited through collaborative partnerships. By harnessing our collective expertise, we facilitate reliable, efficient, and cost-effective solutions that meet and exceed the expectations of local businesses. From product development to feasibility studies, our team employs a holistic approach to engineering, empowering clients across Armstrong to seize opportunities and scale their operations.
What sets us apart is our unwavering commitment to your success. At COLETEK, we understand that no two projects are alike, and our adaptable nature allows us to pivot swiftly in response to shifting market conditions or regulatory requirements. With our roots firmly planted in Armstrong, Victoria, Australia, you can rest assured we're dedicated to supporting local growth while fostering national recognition for our region.
Ready to harness the power of engineering innovation in Armstrong? Contact COLETEK today and let's work together to build something truly remarkable.
