AI & Machine Learning Services for Mount Eccles South 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 Mount Eccles South 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 Mount Eccles South 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 Mount Eccles South 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 national player in engineering and product development, COLETEK is proud to serve businesses across Mount Eccles South, Victoria, Australia. Since its establishment in 2001, our multidisciplinary team has been delivering unparalleled solutions that drive growth, improve efficiency, and enhance competitiveness for clients nationwide.

Based in Mount Eccles South, Victoria, Australia, COLETEK is uniquely positioned to understand the unique needs of local businesses and industries. Our comprehensive capabilities span multiple disciplines, ensuring seamless collaboration and integration with our clients' existing infrastructure and operations. By partnering with us, you'll gain access to world-class expertise, innovative thinking, and a deep understanding of your specific market.

Operating throughout Australia, including Mount Eccles South, Victoria, Australia, COLETEK has earned a reputation for delivering reliable, bespoke solutions that align with each client's distinct goals. Our ability to adapt to evolving industries, leverage cutting-edge technologies, and cultivate strong relationships sets us apart from traditional consultancies.

In Mount Eccles South, Victoria, Australia and beyond, businesses can rely on COLETEK as a trusted extension of their teams. By combining our expertise with your insight and vision, we'll help you build innovative products and services that capture market share, drive revenue growth, and solidify your position in the market.

As a true partner to your organization, COLETEK is committed to helping you overcome complex engineering challenges, enhance performance, and achieve long-term success. Join our growing family of satisfied clients, located throughout Australia, including Mount Eccles South, Victoria, Australia – get in touch today to learn more about how we can help your business thrive.