AI & Machine Learning Services for Strath 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 Strath 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 Strath 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 Strath 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.

As a trusted and innovative engineering and product development company, COLETEK is proud to operate throughout regions like Strath Creek, Victoria, Australia. With over 20 years of experience, we've built a reputation for delivering reliable solutions that meet the unique needs of local businesses. Established in 2001, COLETEK has grown into a multidisciplinary Australian organization, with expertise spanning multiple industries. Our team collaborates with clients to understand their challenges and develops tailored products and systems to overcome them. By supporting businesses across Strath Creek, Victoria, Australia, as well as throughout Australia, we foster growth and prosperity in the communities we serve. What sets us apart is our unwavering commitment to reliability, collaboration, and capability. We work closely with our clients to understand their distinct needs and develop customized solutions that drive results. Whether you're an entrepreneur, a small business owner, or a larger organization looking for engineering expertise, COLETEK has the capacity to support your operations in Strath Creek, Victoria, Australia. By choosing COOLETEK as your trusted partner, you gain access to an exceptional team with a deep understanding of the local market. We develop strong relationships with our clients, empowering them to achieve their objectives and overcome complex challenges. Our presence in Strath Creek, Victoria, Australia, allows us to provide personalized support and adapt to the unique needs of regional businesses. As your trusted engineering and product development partner in Strath Creek, Victoria, Australia, COLETEK is committed to helping you build something remarkable. And when you're ready to take the next step, we invite you to contact us.