AI & Machine Learning Services for Muronbung 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 Muronbung 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 Muronbung 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 Muronbung 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've spent the last two decades cultivating a reputation as a trusted partner for businesses across Muronbung, New South Wales, Australia, and beyond. As a multidisciplinary Australian engineering and product development company established in 2001, we've seen firsthand the transformative power of innovative solutions tailored to local needs. Headquartered in Muronbung, New South Wales, Australia, our team combines the technical expertise gained from working with clients across various industries with a deep understanding of the unique challenges facing businesses in this region. Our experience in supporting companies big and small, from start-ups to established players, has schooled us in the importance of collaboration, reliability, and capability. When it comes to engineering and product development, COLETEK is the partner that Muronbung, New South Wales, Australia businesses can count on for unwavering support. Our team operates throughout the region, working closely with clients to understand their goals and develop solutions that drive success. We're committed to providing world-class results that meet the highest standards of quality, precision, and innovation. The heart of our approach lies in fostering long-term relationships built on trust, mutual respect, and a deep understanding of local markets. By combining this region-specific knowledge with our national reputation for excellence, we empower Muronbung, New South Wales, Australia businesses to seize new opportunities, overcome challenges, and achieve their full potential. For business owners and decision makers in Muronbung, New South Wales, Australia, COLETEK offers a unique value proposition: a one-stop-shop for engineering and product development that's deeply rooted in the local community. We're not just another faceless player; we're your partner, committed to helping you build something remarkable.