AI & Machine Learning Services for Tragowel 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 Tragowel 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 Tragowel 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 Tragowel 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 partner for businesses in Tragowel, Victoria, Australia and across the country, COLETEK brings a unique blend of expertise and innovation to the table. With over two decades of experience as a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering reliable solutions that meet the unique needs of our clients. Based in Tragowel, Victoria, Australia, COLETEK is committed to serving businesses across this region, providing tailored support that addresses their specific challenges. Our team of experts has a proven track record of collaborating with local companies to develop customized products and engineering solutions that drive growth, improve efficiency, and overcome obstacles. What sets us apart is our dedication to reliability. We understand the importance of knowing you can count on your partners to deliver high-quality results, every time. At COLETEK, we take pride in building strong relationships with our clients, founded on open communication, mutual respect, and a commitment to excellence. Our capabilities are broad, spanning multiple disciplines, and our expertise is extensive, encompassing numerous industries and applications. Whether you're a business owner or technical decision-maker in Tragowel, Victoria, Australia, we invite you to explore the benefits of partnering with COLETEK. Let us leverage our skills and experience to help you achieve your goals, innovate, and stay ahead of the competition. From product development to engineering solutions, we're here to support businesses throughout Australia – including those based in Tragowel, Victoria, Australia. If you're looking for a trusted partner that will work tirelessly to understand your needs and deliver results, look no further than COLETEK. Let's build something remarkable together.