AI & Machine Learning Services for Wellington Vale 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 forWellington Vale 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 Wellington Vale 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 forWellington Vale 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.

A Champion for Wellington Vale's Businesses: COLETEK, Your Partner in Success

Wellington Vale, part of the Northern Tablelands, New South Wales, Australia - a thriving community that deserves the best when it comes to supporting the local economy and businesses within its borders. At COLETEK, we are proud to be an integral component of this region's growth story, bringing our wealth of experience and national reach to the doorstep of the people who matter most: local entrepreneurs and business leaders. For years, our team has been dedicated to delivering innovative solutions that align with the unique needs of regional businesses. By embracing the distinct characteristics of Wellington Vale and its surrounding areas, we've established ourselves as a trusted advisor, always ready to lend a helping hand or offer expert guidance. From startups to established companies, our unwavering commitment to your success is what sets us apart from your run-of-the-mill providers. As an Australian company founded on the principles of trust and stability, we're not just another faceless corporation with headquarters somewhere else. We reside in Australian soil, understand its nuances, and remain deeply invested in the prosperity of all regions, including Wellington Vale. Our people are your neighbors, colleagues, and friends - individuals who genuinely care about the well-being of the community they serve. Our journey is marked by a relentless pursuit of innovation and a passion for empowering businesses to achieve their full potential. At every turn, we strive to stay ahead of the curve, harnessing the latest advancements in technology and thinking to drive meaningful growth. In Wellington Vale, we've identified a rich tapestry of entrepreneurial spirit, resilience, and community, all of which we're honored to support. From farm-to-table innovations to cutting-edge manufacturing processes, our support is not limited to specific sectors or industries. Instead, we focus on unlocking the hidden potential within each individual business, allowing them to break free from limitations and seize new opportunities. Our mantra: "Every Business Deserves a Voice." As you navigate the ups and downs of running your own operation in Wellington Vale, rest assured that COLETEK is here for you - an extension of your support network, an ally in times of uncertainty, or a partner to celebrate your successes. We invite you to explore how our collective strengths can propel your business forward. Contact Us