AI & Machine Learning Services for Cadello Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Cadello 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 Cadello 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)

• 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.

If you're based in for Cadello 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our team has earned a reputation for reliability, collaboration, and capability across various industries. Now, we're excited to extend our support to local businesses in Cadello, Victoria, Australia, and throughout the country. As experts based in Cadello, Victoria, Australia, we understand the unique challenges faced by businesses operating in this region. Our commitment is to not only provide top-notch engineering solutions but also foster long-term partnerships that drive growth and prosperity. By working closely with you, we can help your organization overcome technical hurdles, optimize operations, and unlock new opportunities. With extensive experience serving businesses across Cadello, Victoria, Australia, our engineers can assist with an array of projects, from concept to completion. Whether you're developing a new product, streamlining processes, or addressing complex engineering problems, COLETEK is positioned to provide the trusted support you need to succeed. Our team's diverse skillset and knowledge span multiple disciplines, allowing us to tackle multifaceted challenges and deliver comprehensive solutions. Our national reputation for excellence has been built on the principles of reliability, transparency, and continuous learning. By partnering with local businesses in Cadello, Victoria, Australia, we aim to amplify our collective impact and create a lasting legacy in the region. If you're seeking trusted engineering partners for your project or innovation, look no further than COLETEK. Operating throughout Cadello, Victoria, Australia, and nationwide, we're committed to delivering exceptional results, exceeding expectations, and building strong relationships with our clients.