AI & Machine Learning Services for Traralgon 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 Traralgon 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 Traralgon 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 Traralgon 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 long-established multidisciplinary Australian engineering and product development company, COLETEK has built a reputation for delivering exceptional results to businesses across Traralgon South, Victoria, Australia. Since our inception in 2001, we've been dedicated to providing innovative solutions that exceed client expectations. Based in Traralgon South, Victoria, Australia, our team is committed to supporting local industries and entrepreneurs alike. We take pride in understanding the unique challenges faced by businesses operating within this region and strive to provide tailored engineering services that address these specific needs. As a national leader in our field, COLETEK has fostered a culture of collaboration, innovation, and reliability. Our engineers have expertise across various disciplines, including electronics, mechanical, and software development. This diverse range of skills enables us to tackle complex projects that require integrated solutions. Operating throughout Traralgon South, Victoria, Australia, and beyond, our company has established itself as a trusted partner for businesses seeking robust engineering support. By leveraging our capabilities in product design, development, and manufacturing, we empower companies to create market-leading products and services that drive growth and profitability. At COLETEK, we believe in building genuine relationships with our clients. We take the time to understand their business goals, challenges, and opportunities, ensuring that our engineering solutions align perfectly with their needs. Whether it's developing a new product, optimizing existing processes, or supporting R&D initiatives, our dedicated team is ready to roll up its sleeves and deliver exceptional results. If you're seeking a trusted partner for your engineering requirements in Traralgon South, Victoria, Australia, look no further than COLETEK. Our commitment to excellence, innovation, and collaboration makes us an ideal choice for businesses seeking reliable engineering solutions that drive success.