AI & Machine Learning Services for Yenda 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 Yenda 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 Yenda 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 Yenda 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 has earned a reputation for delivering reliable and collaborative solutions that drive business growth. For over two decades, we've been serving businesses across Yenda, New South Wales, Australia and throughout the nation, fostering strong partnerships that empower local communities. Our team of experts based in Yenda, New South Wales, Australia is dedicated to understanding the unique needs and challenges faced by businesses in this region. By combining cutting-edge technology with a deep appreciation for the people and places we serve, we develop innovative engineering solutions that bring value to our clients. Whether it's improving operational efficiency, enhancing product offerings, or tackling complex technical challenges, COLETEK is committed to being a trusted partner for businesses seeking to stay ahead of the curve. As an Australian company with national reach, we take pride in our ability to adapt to local contexts and work seamlessly across geographic boundaries. Our clients benefit from our broad expertise and experience serving a wide range of industries, allowing us to bring diverse perspectives and knowledge to the table. Whether you're based in Yenda or operating throughout New South Wales, Australia, COLETEK is here to support your growth and success. At COLETEK, we believe that collaboration is key to achieving remarkable outcomes. That's why we prioritize strong relationships with our clients, working closely together to understand their objectives and develop tailored solutions that address their unique needs. By combining our expertise in engineering and product development with a passion for innovation and customer satisfaction, we empower businesses in Yenda, New South Wales, Australia and beyond to achieve their goals. So why settle for ordinary when you can have remarkable? Let us help you unleash your full potential by delivering innovative engineering solutions that drive business success. Together, let's build something truly special.