AI & Machine Learning Services for Springfield 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 Springfield 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 Springfield 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 Springfield 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 we drive into Springfield, Victoria, Australia, it's hard to ignore the sense of innovation that permeates this thriving community. From cutting-edge industries to pioneering entrepreneurs, there's no shortage of visionaries shaping the local landscape. And at the heart of it all lies a bedrock of trust – in technology, processes, and partnerships. That's where COLETEK comes in: a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation for reliability, collaboration, and capability. With roots firmly planted in Springfield, Victoria, Australia, our team has the privilege of serving businesses across this vibrant region. We're proud to call this place home, and it shows in every project we undertake. From conceptualization to completion, COLETEK is your reliable ally, working tirelessly to unlock innovative solutions that propel your organization forward. What sets us apart? Our dedication to engineering excellence, fueled by a passion for product development and a commitment to collaboration. We don't simply provide services – we're a strategic partner, ready to roll up our sleeves and build something remarkable with you. Whether you're an established player or a start-up visionary, COLETEK's multidisciplinary expertise spans the entire engineering spectrum: mechanical, electronic, software, and more. As a trusted partner operating throughout Australia, including Springfield, Victoria, Australia, we've earned a reputation for delivering high-caliber products that meet the most demanding standards. Our team members are handpicked from the best of Australian talent, with extensive experience in industries such as manufacturing, logistics, healthcare, and technology. When you choose COLETEK, you're tapping into this collective expertise to drive your business forward. So why not partner with us? Join forces with a trusted ally willing to put in the effort to get it right. Together, let's engineer innovation that makes a real difference in Springfield, Victoria, Australia – and beyond! Our door is always open; we can't wait to shake hands, share our ideas, and bring your vision to life.