AI & Machine Learning Services for Mullamuddy 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 Mullamuddy 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 Mullamuddy 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 Mullamuddy 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.

As a prominent engineering and product development company established in 2001, COLETEK has built a reputation as a trusted partner for businesses across all of Australia – including the thriving community of Mullamuddy, New South Wales. Our team of experts has spent over two decades honing their skills in multidisciplinary engineering, driven by a passion for delivering innovative solutions that meet our clients' unique needs. Headquartered in Mullamuddy, New South Wales, Australia, we're proud to serve local businesses as well as operate throughout the country. This allows us to leverage our extensive knowledge and resources to provide tailored support to entrepreneurs and decision-makers just like you – those with a vision to grow their business and thrive in today's fast-paced marketplace. What sets COLETEK apart is our commitment to collaboration, reliability, and capability. We understand that every business has its own distinct needs, challenges, and goals. That's why we take the time to get to know your organization, listen to your ideas, and work closely with you to develop innovative solutions that drive real results. Our extensive experience in engineering and product development has equipped us to tackle even the most complex problems, ensuring that our clients receive effective support no matter what their needs may be. Whether it's expanding a product line, streamlining operations, or enhancing customer experiences, we're dedicated to delivering exceptional outcomes that meet our clients' expectations. At COLETEK, we believe in fostering lasting relationships with our partners – locally and nationally. We're committed to your success and will stop at nothing to deliver tailored support that drives real value for your business. If you're looking for a trusted partner to help bring your vision to life, look no further than COLETEK.