AI & Machine Learning Services for Yarrawonga 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 Yarrawonga 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 Yarrawonga 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 Yarrawonga 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 have established ourselves as a trusted name in Australian engineering and product development over the past two decades. Our multidisciplinary team of experts has developed a reputation for delivering innovative solutions that meet the unique needs of businesses across Yarrawonga, Victoria, Australia. With our roots firmly planted in regional Victoria, we understand the challenges and opportunities that Yarrawonga's diverse economy presents. Whether you're an existing business looking to drive growth and efficiency or a start-up seeking guidance on getting your venture off the ground, COLETEK is poised to support your journey every step of the way. As a national company with a strong presence in Victoria, we've had the privilege of working with clients spanning industries and sectors. What sets us apart from others in our field? Our commitment to collaboration, reliability, and capability. We take the time to truly understand our clients' needs, then apply our collective expertise to develop solutions that exceed expectations. This approach has earned us a trusted reputation among businesses operating throughout Yarrawonga, Victoria, Australia, and beyond. As a long-term partner for businesses in regional Victorians, we've had the privilege of playing a small part in their growth stories. We're honored to have contributed to the success of numerous clients across industries such as manufacturing, healthcare, technology, and more. Our experience demonstrates that local knowledge combined with national expertise can be a valuable asset in driving business outcomes. At COLETEK, we believe that building strong relationships and delivering exceptional results are essential components of any successful partnership. As you navigate the Yarrawonga, Victoria, Australia business landscape, we invite you to consider how our multidisciplinary engineering and product development capabilities can empower your organization for long-term success.