AI & Machine Learning Services for Springbank 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 Springbank 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 Springbank 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 Springbank 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 Springbank, Victoria, Australia, you understand the importance of having trusted partners to help drive innovation and growth. For over 20 years, COLETEK has been serving businesses across Springbank, Victoria, Australia, providing multidisciplinary engineering and product development solutions that deliver reliable results. Based in Springbank, Victoria, Australia, our team of experts has a deep understanding of local industries, challenges, and opportunities. As a trusted national player with a reputation for innovation, we've had the privilege of working with some of Australia's leading companies across various sectors. Our expertise spans multiple disciplines, allowing us to bring together diverse skill sets and approaches to tackle complex engineering and product development projects. When you partner with COLETEK, you gain access to our collaborative mindset, rigorous engineering practices, and commitment to delivery excellence. We operate throughout Springbank, Victoria, Australia, supporting businesses of all sizes and industries as they navigate the ever-changing marketplace. Whether you're looking for innovative product solutions or expert guidance on infrastructure development projects, we've got the skills, experience, and knowledge to help. What sets us apart is our people-first approach. Our team is dedicated to building strong relationships with clients, understanding their needs, and delivering tailored solutions that exceed expectations. Operating in Springbank, Victoria, Australia allows us to maintain a personal touch while still leveraging national resources and expertise. By doing so, we can offer the reliability, trustworthiness, and capability your business demands. If you're looking for a trusted partner to help drive growth, solve engineering challenges, or develop innovative products, look no further than COLETEK. Operating throughout Springbank, Victoria, Australia, our team is committed to delivering exceptional results, fostering long-term partnerships, and contributing to the prosperity of local businesses and communities.