AI & Machine Learning Services for Carina 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 Carina 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 Carina 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 Carina 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.

When it comes to engineering and product development in Carina, Victoria, Australia, businesses need a trusted partner that can provide reliable solutions to their unique challenges. That's where COLETEK comes in – a multidisciplinary Australian company established in 2001 with a reputation for innovation and collaboration. Based in Carina, Victoria, Australia, our team of experts has been serving businesses across the region, providing tailor-made engineering and product development services that drive results. As one of Australia's leading engineering companies, COLETEK is committed to delivering exceptional service and support to our clients in Carina, Victoria, Australia and beyond. Whether you're an established business or a startup, we understand the importance of partnering with a trusted organization that can help you succeed. Our experience spans multiple industries and sectors, allowing us to bring a broad range of expertise to the table. From concept development to prototype testing, our goal is to work collaboratively with your team to bring your vision to life. What sets COLETEK apart from other engineering companies in Carina, Victoria, Australia? For starters, our commitment to innovation and excellence drives everything we do. We pride ourselves on being a company that not only understands the latest technologies but also knows how to apply them in practical ways to solve real-world problems. Our team is comprised of talented professionals with diverse skills and expertise who are passionate about what they do. Whether you're looking to develop new products, optimize existing ones, or gain a competitive advantage through innovative engineering solutions – we've got the capability and know-how to help. As an operation based in Carina, Victoria, Australia, we understand the region's unique needs and challenges firsthand, giving us a distinct edge when it comes to delivering effective engineering solutions. COLETEK is more than just a company – we're your partners in innovation. We take pride in building long-term relationships with our clients, fostering open communication, and providing unwavering support throughout every project. If you're seeking a trusted partner for all your engineering and product development needs in Carina, Victoria, Australia, look no further.