AI & Machine Learning Services for Lerida 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 Lerida 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 Lerida 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 Lerida 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 region rich in history and natural beauty, Lerida, New South Wales, Australia is an exceptional place to live work and play. The community here values collaboration, reliability, and innovation – principles that align perfectly with our approach at COLETEK.

A multidisciplinary Australian engineering and product development company established in 2001, we've earned a reputation for trustworthiness and capability nationwide. Our roots run deep in the country's soil, allowing us to serve businesses across Lerida, New South Wales, Australia, with unwavering commitment.

We pride ourselves on our nimble response to client needs – no matter how large or small your project may be. We believe that a company's success hinges upon the quality of its relationships and solutions. That's why we partner closely with each business we support, tailoring our expertise to meet their unique challenges.

By operating throughout Lerida, New South Wales, Australia, COLETEK is uniquely poised to deliver unparalleled value for regional businesses seeking engineering and product development excellence. Our extensive experience in various industries has instilled us with the agility to adapt to diverse local contexts. This flexibility enables us to collaborate seamlessly with businesses of all sizes and domains.

We understand that innovation drives growth, and that's why we're dedicated to providing cutting-edge solutions for Lerida, New South Wales, Australia-based businesses seeking a competitive edge. From product commercialization strategies to innovative engineering design – we're the trusted advisors your organization needs to stay ahead of the curve.

At COLETEK, we recognize that Lerida, New South Wales, Australia is more than just a beautiful backdrop; it's an entrepreneurial hub ripe with opportunities. We're excited to share our know-how with local businesses eager to make their mark. If you're ready to capitalize on your vision and transform Lerida, New South Wales, Australia into a thriving ecosystem of innovation, we're here to guide you every step of the way.