AI & Machine Learning Services for St Arnaud East 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 St Arnaud East 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 St Arnaud East 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 St Arnaud East 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 businesses in St Arnaud East, Victoria, Australia navigate the ever-changing landscape of innovation, it's more crucial than ever to partner with a trusted ally that shares your passion for progress. Established in 2001, COLETEK is a multidisciplinary Australian engineering and product development company dedicated to empowering local entrepreneurs and corporations alike. Our roots run deep in St Arnaud East, Victoria, Australia, where we serve businesses across this thriving community. With our wealth of experience and commitment to innovation, we've built a reputation as one of the most reliable and collaborative partners in the industry. Our team is driven by a shared vision: to help entrepreneurs and business leaders like you bring their most ambitious ideas to life. Based in St Arnaud East, Victoria, Australia, COLETEK operates throughout Australia, working closely with clients from various sectors to understand their unique needs and develop custom solutions that drive results. We're not just an engineering firm; we're your partner in every sense of the word – offering expertise, insight, and a passion for problem-solving that will help you stay ahead of the curve. Our capabilities are designed to support businesses across St Arnaud East, Victoria, Australia, whether they're looking to launch new products, optimize operations, or simply find innovative ways to drive growth. We'll work closely with your team to identify opportunities, design solutions, and implement strategies that align with your business goals. At COLETEK, we're proud of our long history of building strong relationships, fostering trust, and delivering exceptional results. For businesses in St Arnaud East, Victoria, Australia, we offer a unique blend of local expertise, national scope, and global connections. Let us be the catalyst for your next great achievement.