AI & Machine Learning Services for Glenthorne 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 forGlenthorne 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 Glenthorne 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 forGlenthorne 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.

Your Local Partner for Success: COLETEK on the Mid North Coast

Located in Glenthorne, Mid North Coast, New South Wales, Australia, we're proud to be a trusted Australian company committed to empowering local businesses and communities.

The Mid North Coast is a region steeped in rich history and natural beauty. From the rugged coastline to the tranquil bushlands, our home is where life's moments are made. As part of this community, COLETEK understands the importance of strong local ties and the need for reliable support from businesses like yours.

With over [X] years of experience serving clients across Australia, we've built a reputation for trustworthiness, innovation, and unwavering commitment to delivering exceptional results. Our dedication to our customers stems from a deep understanding that every business is unique and requires tailored solutions.

At COLETEK, we believe in the power of partnerships – whether you're just starting out or looking to take your business to new heights. As your local partner, we'll work closely with you to understand your needs and goals. Our comprehensive approach ensures that our expertise is integrated seamlessly into your operations, allowing you to focus on what matters most: growing your brand.

Our presence in the Mid North Coast extends far beyond just providing services – it's about being an active member of our community. We're invested in the region's prosperity and well-being, supporting local initiatives that drive positive change.

We're proud to be a part of this vibrant region, surrounded by people who share our values and passion for innovation. In Glenthorne, Mid North Coast, New South Wales, Australia, COLETEK is more than just a company – we're your trusted ally in the pursuit of business success.