AI & Machine Learning Services for Logans Crossing 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 Logans Crossing 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 Logans Crossing 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 Logans Crossing 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're proud to serve the diverse businesses operating in and around Logans Crossing, New South Wales, Australia. For over two decades, our multidisciplinary team has been delivering innovative solutions that drive growth, efficiency, and success across various industries. As a trusted national engineering and product development company established in 2001, we pride ourselves on our ability to bring complex ideas to life. Based in Logans Crossing, New South Wales, Australia, we've had the pleasure of working alongside local businesses, fostering strong relationships built on trust, collaboration, and mutual understanding. Our commitment to serving the region is evident in every project we undertake, from conceptualization to delivery – ensuring our clients' unique needs are met with reliable, tailored solutions. As a multidisciplinary company, we bring together experts from various engineering disciplines, product development, and specialized fields to tackle your most pressing challenges. With a strong track record of delivering results-driven outcomes, we're dedicated to helping businesses in Logans Crossing, New South Wales, Australia – just like yours – take the next bold step forward. Throughout our history, COLETEK has established itself as a trusted partner for companies seeking innovative, data-driven approaches. Our focus is on building long-term relationships by providing reliable, flexible solutions that adapt to your evolving needs. We operate throughout Logans Crossing, New South Wales, Australia and beyond, serving businesses across diverse sectors and industries. At the heart of our success lies a commitment to fostering close collaborations with our clients. By listening deeply to your specific requirements and constraints, we develop bespoke solutions that meet your unique goals. Whether you're looking to improve operational efficiency, optimize productivity, or drive revenue growth, COLETEK has the expertise and capability to support your initiatives. For businesses seeking trusted partners in Logans Crossing, New South Wales, Australia, look no further than COLETEK. Our reputation as a reliable engineering and product development company is built on delivering quality results, exceeding expectations, and providing exceptional customer service – all while serving the needs of businesses just like yours.