AI & Machine Learning Services for Kerang 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 Kerang 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 Kerang 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 Kerang 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.

As a trusted and innovative multidisciplinary engineering and product development company established in 2001, COLETEK has earned its reputation as a national leader. Our team of experts is dedicated to delivering exceptional results that exceed our clients' expectations. Based in Kerang East, Victoria, Australia, we're proud to serve businesses across this great region. With a deep understanding of the unique challenges faced by local companies, we take pride in being a trusted partner for businesses seeking innovative solutions. As operating throughout Kerang East, Victoria, Australia and beyond, our capabilities are vast yet tailored to meet the specific needs of regional companies. By collaborating closely with your team, we'll work together to design and develop engineering solutions that drive real results. COLETEK's multidisciplinary approach sets us apart from traditional engineering firms. Our comprehensive understanding of manufacturing processes, materials science, and product development enables us to tackle complex projects head-on. Whether you're looking to improve operations efficiency, enhance product performance, or develop new intellectual property, our expertise is unmatched. As a respected company serving businesses across Kerang East, Victoria, Australia and throughout the nation, we've earned a reputation for unwavering reliability, open collaboration, and unmatched capability. Our commitment to exceptional outcomes, coupled with our passion for delivering results that exceed expectations, makes us the trusted choice for regional companies seeking transformative change. In an era where technological advancements are continually reshaping industries, COLETEK is uniquely positioned to help Kerang East, Victoria, Australia businesses stay ahead of the curve. By partnering with our engineers and product developers, you'll not only address immediate challenges but also lay the groundwork for future success. Let's build something remarkable together.