AI & Machine Learning Services for Woodstock On Loddon 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 Woodstock On Loddon 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 Woodstock On Loddon 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 Woodstock On Loddon 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.

Located in the heart of Woodstock On Loddon, Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. As a trusted national player with a rich history of innovation, we are committed to helping businesses in this picturesque region succeed through our expertise, collaboration, and unwavering dedication.

With a deep understanding of the unique challenges and opportunities faced by businesses operating in Woodstock On Loddon, Victoria, Australia, COLETEK provides tailored support that spans the entire product development lifecycle. By embracing cutting-edge technologies and a lean approach to engineering, we empower our clients to bring their products to market faster, cheaper, and more successfully.

As a company renowned for its reliability, trustworthiness, and capability, COLETEK is proud to have supported numerous businesses across Woodstock On Loddon, Victoria, Australia in navigating the complexities of product development. Our team's extensive experience in engineering and manufacturing has allowed us to build strong relationships with clients who appreciate our hands-on, collaborative approach.

We believe that every business in Woodstock On Loddon, Victoria, Australia deserves access to high-quality engineering support that understands their unique needs and goals. Whether you're a small startup or an established player, COLETEK's commitment to excellence and customer satisfaction ensures that your projects will receive the attention they deserve.

If you're looking for a trusted partner to help bring your product vision to life, look no further than COLETEK. Our team is based in Woodstock On Loddon, Victoria, Australia and operates throughout Australia, providing unmatched engineering expertise to businesses of all sizes.