At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Appin South 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 Appin South 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 Appin South 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 Appin South Together
If you're based in for Appin South 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 Appin South Experience!
Serving Businesses across Appin South, Victoria, Australia: Building Long-Term Relationships through Innovation and Expertise
As a leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to have built a reputation for reliability, collaboration, and capability that spans the nation. Our expertise has been honed across various industries and sectors, allowing us to tailor our approach to meet the unique needs of businesses in Appin South, Victoria, Australia.
With a strong presence based in Appin South, Victoria, Australia, we have developed a deep understanding of the local business landscape. We know that every organisation has its own set of challenges and goals, which is why our team is dedicated to working closely with clients to develop innovative solutions that address their specific requirements. Whether you're an established player or just starting out, we believe in empowering your growth and success through tailored engineering and product development services.
As a trusted national partner, COLETEK operates throughout Australia, including Appin South, Victoria, Australia, where we have been instrumental in driving business transformations, improving operational efficiency, and enhancing overall competitiveness. Our commitment to innovation, customer-centricity, and continuous improvement has earned us a reputation as a reliable and trustworthy partner for businesses seeking expert guidance and support.
What sets COLETEK apart is our multidisciplinary approach, which brings together experts from engineering, product development, and multiple industries. This unique blend of skills enables us to deliver comprehensive services that address the complex needs of Appin South, Victoria, Australia's businesses. By working collaboratively with our clients, we co-create solutions that not only meet their immediate needs but also position them for long-term success.
If you're looking for a trusted partner in engineering and product development, one that has the capability to support your growth and innovation, look no further than COLETEK. With our extensive experience serving businesses across Appin South, Victoria, Australia and throughout Australia, we are confident that together, we can build something remarkable.
