AI & Machine Learning Services for Mullaley 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 forMullaley 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 Mullaley 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 forMullaley 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.

Succeeding in Local Business: COLETEK's Commitment to Mullaley and Beyond

Mullaley, nestled in the picturesque Central West Slopes of New South Wales, Australia, is a place where community spirit thrives. As a trusted ally for local businesses and a seasoned player in the industry, COLETEK is proud to call this region home. For years, we've been supporting entrepreneurs and small business owners like yours, empowering them with expert guidance, innovative solutions, and the personal touch that only comes from being part of the community. With our headquarters firmly planted in Mullaley, Central West Slopes, New South Wales, Australia, we're not just a national company – we're a local presence, too. We understand the unique challenges and opportunities that come with operating in this beautiful region, where agriculture, tourism, and industry converge. By doing so, we've built genuine relationships with our clients, fostering trust and confidence that has earned us a reputation as a trusted partner for small to medium-sized enterprises (SMEs) across the nation. As an Australian company at heart, we take pride in our national reach and expertise in supporting regional businesses like yours. We know what it takes to succeed in this diverse landscape, from adapting to changing market conditions to embracing innovative technologies that streamline operations and drive growth. With COLETEK by your side, you'll have access to a wealth of knowledge, skills, and support tailored to the specific needs of Mullaley's local business community. What sets us apart is our commitment to putting local first. We're passionate about helping entrepreneurs like yourself build strong foundations for their ventures, whether that means securing funding, optimizing operations, or simply providing valuable advice from people who understand the region inside out. Our team is dedicated to keeping the pulse of the local economy, staying up-to-date with industry trends, and sharing our expertise in a way that's relevant, relatable, and – most importantly – practical. So why choose COLETEK for your Mullaley-based business? It's simple: we're not just another consulting firm or advisory services provider. We're a community-focused partner that genuinely cares about the people, places, and businesses of this region. When you work with us, you can rest assured that you'll receive personalized attention, professional guidance, and a deep understanding of what it takes to succeed in this unique environment. When you're ready to take your Mullaley-based business to the next level, look no further than COLETEK. Let's build a strong foundation for your venture together – and make a lasting impact on this vibrant community we call home. Contact Us