AI & Machine Learning Services for Linga 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 Linga 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 Linga 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 Linga 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, we've spent the past two decades honing our skills and expertise to support businesses across Linga, Victoria, Australia. Our team is dedicated to delivering high-quality solutions that enhance your operations, drive innovation, and help you stay ahead of the curve.

With a strong national reputation built on reliability, collaboration, and capability, we've established ourselves as trusted advisors for ambitious companies in Linga and beyond. By combining our technical prowess with a deep understanding of local business needs, we empower organizations to overcome challenges, seize opportunities, and achieve their goals.

We pride ourselves on being based in Linga, Victoria, Australia, with a presence that allows us to connect with the unique needs and aspirations of businesses here. Whether you're an entrepreneur, CEO, or department head, our experts are here to help you make informed decisions, optimize processes, and drive growth.

COLETEK is not just another engineering outfit – we're a problem-solving partner that operates at the intersection of technology, design, and industry expertise. We understand that every organization has its own distinct strengths, challenges, and aspirations. That's why our approach is centered on delivering tailored solutions that address your specific needs, rather than imposing generic templates.

When you work with us, you can rest assured that you're partnering with a team of dedicated professionals who are committed to achieving outstanding results. Our expertise in engineering and product development enables us to tackle complex projects with precision, creativity, and passion – all while maintaining the highest levels of quality, reliability, and compliance.

At COLETEK, we believe that exceptional results flow from genuine collaboration. That's why we're committed to building lasting relationships with businesses across Linga, Victoria, Australia, and throughout the country. Our door is always open to new partnerships, and we invite you to join us on a journey of innovation, growth, and success.