AI & Machine Learning Services for Traralgon 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 Traralgon 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 Traralgon 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 Traralgon 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.

Over the years, COLETEK has established itself as a reliable and innovative engineering partner, serving businesses across Traralgon, Victoria, Australia and beyond. With its roots in technology and innovation, this multidisciplinary Australian engineering and product development company was founded in 2001 with a mission to collaborate with clients, listen to their needs, and provide tailored solutions that meet their unique requirements. As a trusted national partner, COLETEK has consistently demonstrated its commitment to delivering high-quality products and services. Our expertise spans multiple disciplines, encompassing design, engineering, and manufacturing – making us an ideal choice for businesses in Traralgon, Victoria, Australia seeking to drive innovation, increase efficiency, or enhance their competitive edge. Operating throughout Australia, COLETEK has built strong relationships with businesses across various sectors, including those in Traralgon, Victoria, Australia. Our dedicated team is well versed in understanding the unique challenges faced by local industries and is equipped to provide targeted support that leverages our expertise in engineering and product development. At COLETEK, we pride ourselves on our ability to listen, collaborate, and deliver results that exceed our clients' expectations. Whether you're looking to develop a new product or process, optimize existing workflows, or tackle complex engineering challenges, our team is here to support your goals and propel your business forward. With its reputation for reliability, capability, and collaboration, COLETEK has earned the trust of numerous businesses across Traralgon, Victoria, Australia. By partnering with us, you can be confident that your projects will receive the attention, resources, and expertise they require to succeed. Let's work together to drive innovation in your business – contact us today to explore how our engineering and product development capabilities can benefit your organization.