AI & Machine Learning Services for Wangaratta South 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 Wangaratta South 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 Wangaratta South 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 Wangaratta South 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts is passionate about delivering innovative solutions that drive business growth and improve people's lives. With years of experience and a national reputation for trust and reliability, we've earned the confidence of businesses across Wangaratta South, Victoria, Australia and nationwide. As a leading engineering partner, COLETEK operates throughout Wangaratta South, Victoria, Australia and beyond, supporting local businesses in their mission to thrive and succeed. We're committed to empowering entrepreneurs, innovators, and industry leaders with the expertise, collaboration, and capability they need to overcome challenges and seize opportunities. Our long-standing track record of success is a testament to our ability to understand clients' unique needs and develop tailored solutions that meet and exceed expectations. When you partner with COLETEK, you can rest assured that we'll work closely with your team to leverage our collective expertise and creativity. We're dedicated to helping businesses in Wangaratta South, Victoria, Australia unlock their full potential and achieve their vision through innovative engineering and product development. Our team is well-versed in the industries we serve and understands the specific challenges faced by businesses operating throughout Wangaratta South, Victoria, Australia. Now more than ever, it's essential for businesses in Wangaratta South, Victoria, Australia to have a reliable partner that can help them navigate the complexities of growth, innovation, and competitiveness. At COLETEK, we're committed to being that trusted ally, providing unmatched support and guidance every step of the way. Whether you're looking to develop new products, enhance operational efficiency, or drive digital transformation, our multidisciplinary team is equipped to assist you in achieving your goals. As a leading engineering partner serving businesses across Wangaratta South, Victoria, Australia, we take pride in being part of the community that surrounds us. We understand the unique needs and challenges faced by local businesses and are dedicated to delivering tailored solutions that drive growth, innovation, and prosperity throughout Wangaratta South, Victoria, Australia.