AI & Machine Learning Services for Crymelon 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 Crymelon 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 Crymelon 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 Crymelon 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 heart of Australia's Gippsland region, Crymelon is a thriving hub of commerce and industry in Victoria. With its rich natural resources and strong agricultural sector, it's no surprise that local businesses are at the forefront of innovation and growth. But for those entrepreneurs and leaders seeking to take their ventures to the next level, partnering with an expert engineering and product development company can be the key to unlocking even greater success. That's where COLETEK comes in – a multidisciplinary Australian company established in 2001 with a national reputation built on reliability, collaboration, and capability. Based in Crymelon, Victoria, Australia, we take pride in serving businesses across our local community as well as throughout Australia. Our team of experienced engineers and product developers possess the skills and expertise to support your unique needs, whether you're looking to improve existing processes or pioneer a new idea. What sets us apart is our commitment to being a trusted partner for businesses big and small. Rather than simply providing services, we take the time to listen to your goals, challenges, and aspirations. This allows us to develop tailored solutions that meet your specific needs, leveraging our expertise in engineering and product development to drive real results. Across Crymelon, Victoria, Australia and beyond, COLETEK has earned a reputation for delivering exceptional outcomes through collaborative partnerships. By combining cutting-edge technology with innovative thinking and a deep understanding of local markets, we empower businesses to achieve their full potential. Let’s build something remarkable together.