AI & Machine Learning Services for Tyaak 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 Tyaak 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 Tyaak 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 Tyaak 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to serve businesses across Tyaak, Victoria, Australia. With years of experience and a reputation for delivering innovative solutions, we've become the trusted partner for companies seeking reliable, collaborative, and capable partners. Located in Australia, our team of experts has extensive knowledge of the region's diverse industries and business needs. We understand the unique challenges faced by businesses in Tyaak, Victoria, Australia, and we're committed to helping them overcome these obstacles through tailored engineering solutions. From conceptualization to execution, we work closely with clients to bring their product development, process optimization, and project delivery objectives to life. COLETEK's extensive experience spans a range of industries, from mining and manufacturing to healthcare and infrastructure. Our team is well-versed in the application of cutting-edge technologies, ensuring that our clients receive innovative solutions that meet their specific needs. We're not just experts in one area – we're multidisciplinary engineers who can help businesses across Tyaak, Victoria, Australia tackle complex challenges. Our commitment to collaboration and reliability has earned us a reputation as a trusted partner among Australian businesses. We believe that by working closely with clients, sharing our expertise, and leveraging our capabilities, we can achieve remarkable results together. Whether you're looking to develop new products, optimize processes, or enhance your project delivery capacity, COLETEK is here to support you. Based in Tyaak, Victoria, Australia, our team is dedicated to serving local businesses as well as those operating throughout the country. We're passionate about helping companies like yours achieve their goals through innovative engineering solutions. If you're looking for a partner that can help you overcome challenges and achieve success, look no further than COLETEK.