AI & Machine Learning Services for North Wangaratta 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 North Wangaratta 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 North Wangaratta 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 North Wangaratta 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 leader in engineering and product development, COLETEK has been serving businesses throughout North Wangaratta, Victoria, Australia for over two decades. Our team of multidisciplinary experts is committed to empowering local organizations with innovative solutions that drive growth and profitability.

Founded in 2001, COLETEK has earned a reputation as a trusted national authority in engineering and product development. We pride ourselves on delivering reliable, collaborative, and exceptional capability to our clients across the country, including businesses based in North Wangaratta, Victoria, Australia.

Our team's experience spans industries and sectors, allowing us to approach each project with a fresh perspective and tailored expertise. By leveraging our collective knowledge and skills, we have developed strong relationships with businesses operating throughout North Wangaratta, Victoria, Australia, helping them overcome challenges and seize new opportunities.

In today's fast-paced market environment, COLETEK understands the importance of agility, innovation, and reliability. We are committed to delivering tailored solutions that meet our clients' unique needs, leveraging our expertise in engineering and product development to drive results. Whether you're a local business owner or a corporate leader, we invite you to discover the value of partnering with a trusted, Australian-based company like COLETEK.

With COLETEK, you can count on expert support for your operations in North Wangaratta, Victoria, Australia and throughout Australia. Our team is dedicated to helping local businesses thrive through technology-enabled innovation and strategic engineering solutions.