AI & Machine Learning Services for Trida 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 Trida 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 Trida 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 Trida 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to serve businesses across Trida, Victoria, Australia and throughout the nation. With our deep understanding of the unique challenges facing local industries, we're dedicated to empowering entrepreneurs, innovators, and leaders to bring their revolutionary ideas to life. Operating from our base in Trida, Victoria, Australia, our team of experts is committed to delivering cutting-edge solutions that drive growth, efficiency, and success for businesses like yours. Our extensive experience spans multiple disciplines, including engineering, product development, and project management. This breadth of knowledge allows us to approach challenges from diverse angles, fostering innovative approaches that address your specific needs. At COLETEK, we believe in building strong relationships with our clients, based on trust, collaboration, and open communication. We take the time to listen to your goals, concerns, and aspirations, working closely with you to develop tailored strategies that meet your unique objectives. Our passion for delivering exceptional results has earned us a reputation as a reliable partner for businesses seeking engineering and product development expertise. Whether you're looking to launch a new product, optimize operations, or drive sustainable growth, COLETEK is positioned to support your journey. With our capabilities in place, you can count on us to provide the necessary resources, expertise, and dedication required to overcome challenges and achieve your vision. As a business based in Trida, Victoria, Australia, we're deeply rooted in this thriving community and committed to its continued success. Our commitment to excellence is matched only by our devotion to helping businesses like yours thrive in this dynamic region.