AI & Machine Learning Services for Metcalfe East 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 Metcalfe East 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 Metcalfe East 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 Metcalfe East 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.

Situated in the heart of Victoria, Australia, Metcalfe East is a thriving hub for various industries, from manufacturing to technology. As a trusted partner for businesses across this region, COLETEK brings its multidisciplinary expertise to support their growth and innovation.

As a nationally renowned engineering and product development company established in 2001, we've built a reputation for reliability, collaboration, and capability. Our team of engineers, developers, and manufacturing experts work closely with businesses across Metcalfe East, Victoria, Australia and throughout the country to deliver innovative solutions that meet their unique needs.

Your business is at the forefront of our attention. We understand that every project presents a new challenge, and that's why we're committed to delivering tailored engineering and product development services that exceed your expectations. Whether you're looking to improve processes, develop new products, or strengthen supply chains, our multidisciplinary expertise can help.

At COLETEK, we're proud of our national presence and the impact we've had on industries across Metcalfe East, Victoria, Australia. We strive to build long-term relationships with our clients, supported by our commitment to timely delivery, open communication, and continuous improvement.

By partnering with us, you can leverage our proven capabilities in engineering and product development to drive innovation and business growth. So why choose COLETEK as your trusted partner? It's because we're dedicated to helping businesses like yours succeed, and we have a track record of delivering exceptional results throughout Metcalfe East, Victoria, Australia.