AI & Machine Learning Services for Wellsford 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 Wellsford 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 Wellsford 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 Wellsford 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 a trusted name in Australian engineering and product development, COLETEK is proud to be based in Wellsford, Victoria, Australia. For over two decades, our multidisciplinary team has been dedicated to delivering innovative solutions that help businesses thrive. Whether you're an established player or a burgeoning startup, our expertise can facilitate growth, improve efficiency, and open new doors of opportunity. At COLETEK, we don't just talk about being a trusted partner – we demonstrate it every day through our collaborative approach and commitment to reliability. Our engineers and product developers work hand-in-hand with clients from across Wellsford, Victoria, Australia and beyond, leveraging their local knowledge and understanding to create tailored solutions that meets specific needs. As a company established in 2001, our national reputation is built on delivering exceptional results for businesses operating throughout Australia. From the ruggedness of the Outback to the bustling streets of urban centers like Melbourne and Sydney, COLETEK's experience covers a vast range of industries, markets, and geographies. This gives us a unique advantage in understanding local challenges and requirements in Wellsford, Victoria, Australia, allowing us to develop solutions that are perfectly suited to this region. What sets us apart is our unwavering focus on capability, reliability, and collaboration. We're not just a one-trick pony – we can handle complex projects, provide consulting services, or even help you design and manufacture new products. Our team of experts operates throughout Australia, including Wellsford, Victoria, Australia, supporting businesses as they navigate the ever-changing landscape. In Wellsford, Victoria, Australia, COLETEK is committed to helping local businesses achieve their goals. Whether you're looking to streamline processes, improve product quality, or simply find a trusted partner for your engineering needs, we're here to help. Join forces with us and discover how our expertise can propel your business forward.