AI & Machine Learning Services for Mernot 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 Mernot 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 Mernot 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 Mernot 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 business owner in Mernot, New South Wales, Australia, you deserve to have your operations supported by a trusted and experienced partner who understands the unique challenges and opportunities of regional Australian markets. COLETEK is precisely that kind of partner – a multidisciplinary engineering and product development company founded in 2001 with a reputation spanning the entire nation. Over two decades, we've built a strong track record of delivering results-driven solutions to businesses across Mernot, New South Wales, Australia, and beyond. Our team combines expertise in various domains to help clients like yours overcome technological hurdles, optimize performance, and drive innovation. When you partner with COLETEK, you can rely on our commitment to collaboration, transparent communication, and a deep understanding of the regional context. What sets us apart is our ability to scale expertise, resources, and knowledge from our national perspective to serve businesses in Mernot, New South Wales, Australia, precisely where they need it. Our team works closely with local leaders to develop bespoke solutions tailored to the unique challenges and opportunities of your region. Whether you're looking for innovative ways to enhance operational efficiency or seeking strategic guidance on digital transformation, COLETEK is well-equipped to support your growth ambitions. Our national reputation for reliability, trustworthiness, and capabilities makes us a go-to partner for businesses in Mernot, New South Wales, Australia. We have extensive experience serving clients across various sectors and industries, from manufacturing and logistics to healthcare and education. Our local roots enable us to understand the regional dynamics, making it easy to adapt our expertise to meet your specific needs. By partnering with COLETEK, you can confidently leverage our strength in engineering and product development to drive progress for your business. We're proud of our national reputation, earned through years of dedication, innovation, and collaboration. When you choose COLETEK as your trusted partner, rest assured that you'll be working with a team that genuinely understands the subtleties and complexities of serving businesses in Mernot, New South Wales, Australia.