AI & Machine Learning Services for Stony Creek 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 Stony Creek 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 Stony Creek 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 Stony Creek 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.

Here is the long-form, SEO-optimized HTML content block:

Coletek has been proud to serve businesses across Victoria, from our base in Stony Creek, for over two decades. Our multidisciplinary Australian engineering and product development company, established in 2001, is built on a foundation of trust, innovation, and expertise.

As a long-standing player in the national engineering landscape, we understand the unique needs of local industries and entrepreneurs. Whether you're an emerging startup or a well-established operation, our commitment to reliability, collaboration, and capability means you can count on us for tailored support that drives your business forward. We're proud to operate throughout Victoria, including Stony Creek, where we've had the privilege of working alongside businesses big and small. Our local knowledge and national reputation ensure that you receive expert guidance, from concept to delivery, whenever and wherever you need it. At Coletek, our goal isn't just to deliver projects; we're in it for the long haul – building strong relationships with clients, fostering innovation, and driving growth across industries. If your business is operating alongside the picturesque Stony Creek, Victoria, Australia landscape, or anywhere else in the state, we invite you to explore how our capabilities can help you achieve your vision. From conceptualisation to implementation, we collaborate closely with local businesses like yours – understanding their unique needs, leveraging our expertise, and working together to drive success. Join the ranks of businesses we've supported throughout Victoria, including Stony Creek, and discover the power of partnership with Coletek.