AI & Machine Learning Services for Tyrrell Downs 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 Tyrrell Downs 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 Tyrrell Downs 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 Tyrrell Downs 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 business owner or decision-maker in Tyrrell Downs, Victoria, Australia, you understand the importance of reliable support for your operations. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. With years of experience and innovation under our belt, we've built a reputation as trusted partners for businesses across Australia, including right here in Tyrrell Downs. Our expertise extends beyond product design and development to provide comprehensive solutions tailored to the unique needs of local industries. Whether you're looking to enhance your operations, develop new offerings, or optimize existing processes, COLETEK is committed to collaboration and mutual success. With our team based in Tyrrell Downs, Victoria, Australia, we offer unparalleled proximity and understanding of the regional ecosystem. What sets us apart? Our ability to combine engineering excellence with a deep appreciation for local contexts. We operate throughout Victoria, Australia, including Tyrrell Downs, serving businesses across this beautiful region. Our goal is to empower local entrepreneurs, innovators, and leaders like you to drive growth, create jobs, and build lasting legacies. When partnering with COLETEK, you can expect unwavering reliability, a deep understanding of local markets, and the creative fusion of engineering and product development expertise. Together, we'll harness the collective strengths of Tyrrell Downs, Victoria, Australia's innovative spirit to forge lasting solutions that drive prosperity and progress. Throughout our history, COLETEDK has served businesses in Tyrrell Downs and across Victoria, listening to their challenges and delivering bespoke solutions that meet their unique needs. This unparalleled understanding of regional industries and market dynamics ensures that we're well-equipped to tackle even the most complex projects. So why wait? Join forces with us – a trusted partner rooted in Tyrrell Downs, Victoria, Australia – to chart a course for remarkable growth and success. Let the possibilities unfold as you work alongside our talented team, fueled by a shared passion for innovation and locally driven progress.