AI & Machine Learning Services for Mabins Well 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 Mabins Well 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 Mabins Well 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 Mabins Well 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 the heart of New South Wales, Australia, Mabins Well is a thriving community that relies on innovative engineering and product development to drive its growth. Whether you're an entrepreneur or business leader looking to introduce a new innovation, optimize operations, or expand your reach - COLETEK is here to support you every step of the way. Established in 2001, COletek is a multidisciplinary Australian engineering and product development company with a national reputation for excellence. Our team of experts has decades of combined experience, and we're committed to working closely with businesses across Mabins Well, New South Wales, Australia, to deliver tailored solutions that meet their unique needs. By leveraging our cutting-edge expertise and innovative approach, you can trust COletek to help you achieve your goals. As a trusted partner for Mabins Well businesses, COletek is dedicated to understanding the region's distinct challenges and opportunities. Our passion for engineering and product development drives us to collaborate with local leaders, understand their pain points, and develop solutions that are both practical and scalable. Whether you're based in Mabins Well or operating throughout Australia, you can count on us to be there at every juncture. What sets COletek apart? Our commitment to reliability, collaboration, and capability - qualities that we believe are essential for building a strong foundation for your business. We take pride in our ability to listen, learn, and adapt to the evolving needs of Mabins Well businesses, and we're honored to be part of this vibrant community. By partnering with us, you can rest assured that we'll work tirelessly to deliver results that exceed your expectations. So, why look elsewhere for engineering and product development expertise when you have COletek right here in Mabins Well? Our reputation as a reliable partner is built on years of delivering exceptional outcomes for businesses across various industries. We're passionate about making a meaningful impact on the local economy - and we can't wait to do the same with your business.