AI & Machine Learning Services for Benalla 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 Benalla 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 Benalla 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 Benalla 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 business owner in Benalla, Victoria, Australia, you understand the importance of partnering with trusted advisors who can help you drive growth and stay ahead of the competition. COLETEK is one such partner – a multidisciplinary Australian engineering and product development company established in 2001. For over two decades, we've been dedicated to delivering innovative solutions that meet the unique needs of businesses like yours. Based in Benalla, Victoria, Australia, our team has the expertise and commitment to serving businesses across this region and throughout Australia. We're passionate about building long-term relationships with clients who share our values of reliability, collaboration, and capability. Whether you're a startup or an established business, we take the time to understand your goals and challenges, then develop tailored solutions that help you overcome them. COLETEK's reputation as a trusted partner is built on a foundation of innovation, experience, and a deep understanding of engineering and product development best practices. Our team has worked with clients across various industries, from manufacturing and aerospace to agriculture and defense – and we're equipped to bring our expertise to your doorstep in Benalla, Victoria, Australia. Our approach is centered on collaboration and communication. We take the time to understand your business needs, then work closely with you to design, develop, and deploy solutions that drive results. Whether you need help refining a product idea, optimizing production processes, or developing new technologies – we're committed to delivering exceptional outcomes that meet your unique objectives. At COLETEK, we're proudly operating throughout Benalla, Victoria, Australia, and beyond. We believe in building strong relationships with local businesses like yours, and we're dedicated to supporting the growth and development of the region. If you're looking for a trusted partner who can bring expertise, creativity, and enthusiasm to your next project – look no further than COLETEK.