AI & Machine Learning Services for Scotia 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 Scotia 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 Scotia 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 Scotia 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 the business landscape in Scotia, New South Wales, Australia, continues to evolve, companies like yours need a reliable partner to help drive innovation and growth. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation for delivering exceptional results. With a strong presence throughout Australia, including Scotia, New South Wales, we've earned the trust of businesses across various sectors by consistently producing high-quality outcomes. Our expertise spans multiple disciplines, allowing us to approach complex challenges from a unique and innovative perspective. Whether your organization is looking to improve operational efficiency, develop new products or services, or simply stay ahead of the competition, we're here to support you every step of the way. At COLETEK, we thrive on collaboration and building long-term relationships with our clients. We understand that each business is unique, with its own set of challenges and opportunities. That's why we take the time to listen carefully to your needs, providing tailored solutions that meet your specific goals and objectives. Our team of highly skilled engineers and product developers is dedicated to delivering reliable results, ensuring that you can focus on what matters most – growing your business. As a trusted partner for businesses in Scotia, New South Wales, Australia, COLETEK has earned a reputation for our dedication to quality, reliability, and customer satisfaction. We're proud of our track record and look forward to the opportunity to bring value to yours. So why settle for an average engineering or product development company when you can have the best? Let us show you what we can do. Operating throughout Australia, including Scotia, New South Wales, we're here to help your business thrive in today's fast-paced marketplace.