AI & Machine Learning Services for Vacy 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 forVacy 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 Vacy 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 forVacy 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.

Empowering Local Businesses in Vacy, Lower Hunter Valley, New South Wales, Australia

Vacy, a small but vibrant town in the picturesque Lower Hunter Valley region of New South Wales, Australia, is home to a thriving community of local businesses and residents who call this charming area their slice of paradise. As a trusted Australian company with a strong national presence, COLETEK has been proudly supporting the needs of these local entrepreneurs for many years. With our deep understanding of the Vacy landscape – from its rich history and cultural heritage to its stunning natural beauty and agricultural bounty – we're uniquely positioned to provide tailored solutions that help these businesses flourish. Our team is committed to fostering strong connections between COLETEK and the local community, working collaboratively to drive growth, innovation, and prosperity. As a national company with a wealth of experience in supporting local businesses across the country, we bring unparalleled expertise to the table. From humble beginnings to multi-million dollar enterprises, our passion lies in empowering small- to medium-sized businesses to reach new heights through cutting-edge solutions, guidance, and trust. By leveraging our extensive network and deep understanding of regional market trends, COLETEK has established itself as a trusted ally for entrepreneurs seeking to make their mark on the Lower Hunter Valley region. In this beautiful pocket of New South Wales, where the gentle rolling hills meet the majestic Macquarie River, Vacy's resilient community has long been at the heart of our mission. We take pride in delivering bespoke support that addresses the distinct challenges and opportunities faced by local businesses, from expanding their product offerings to enhancing customer engagement. At COLETEK, we're committed to being a reliable partner for every stage of a business's lifecycle – be it launch, growth, or succession planning. Our door is always open, welcoming entrepreneurs to explore how our expert guidance can help them achieve their goals and make a lasting impact on Vacy's thriving local economy. As you navigate the complexities of running a successful business in the picturesque Lower Hunter Valley region, consider partnering with COLETEK, your trusted Australian ally. Together, let's build strong foundations for growth, innovation, and prosperity. Contact Us