AI & Machine Learning Services for Carboor 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 Carboor 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 Carboor 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 Carboor 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 pride ourselves on being a trusted partner for businesses across Carboor, Victoria, Australia and beyond. With over 20 years of experience as an Australian engineering and product development company established in 2001, our multidisciplinary team brings together experts from various fields to support the innovation and growth of local companies. As a respected player in the national sphere, we've built a reputation for reliability, collaboration, and capability, taking pride in every project we deliver. Whether you're an entrepreneur, start-up, or established business in Carboor, Victoria, Australia or throughout the country, our goal is to help you overcome complex challenges and achieve your vision. By operating throughout, including in Carboor, Victoria, Australia, our team understands the unique circumstances of local businesses, tailoring our approach to suit specific industries and needs. Our expertise spans multiple sectors, embracing the ever-evolving technological landscape while staying true to our Australian roots. What sets us apart is our commitment to delivering innovative solutions that drive real business value. We prioritize close relationships with clients, fostering an open dialogue about their goals, challenges, and aspirations. By becoming part of your team, we draw upon our collective expertise to devise forward-thinking strategies that address your most pressing concerns. In Carboor, Victoria, Australia, businesses rely on us for more than just technical skills – they partner with us as trusted advisors, collaborators, and innovators. Our mission is to empower local companies like yours to thrive in the face of industry disruption and uncertainty. If you're looking for a dependable ally that gets your business, explore how COLETEK can amplify your success story. Reach out today to discover how our multidisciplinary team based in Carboor, Victoria, Australia, can help your organization achieve remarkable things.