AI & Machine Learning Services for Mandurama 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 forMandurama 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 Mandurama 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 forMandurama 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.

COLETEK: Your Partner in Mandurama's Local Business Landscape

In the picturesque town of Mandurama, nestled within the Central Tablelands region of New South Wales, Australia, COLETEK stands as a trusted and innovative partner for local businesses. Our expertise and national reach make us an ideal ally for entrepreneurs and companies looking to growth and succeed in this thriving community.

Mandurama's unique blend of rural charm and enterprising spirit is what makes it such a wonderful place to live, work, and invest. At COLETEK, we're committed to supporting local businesses like yours, providing the guidance, resources, and expertise needed to help you achieve your goals and contribute to the region's ongoing prosperity.

As an Australian company with a strong track record of delivering exceptional results, we understand the importance of building lasting relationships and fostering a deep connection with our clients. Our team is dedicated to being a trusted extension of your business operations, offering tailored solutions that cater to your specific needs and goals.

From innovative software development and business consulting services to expert IT support and cybersecurity advice, COLETEK's comprehensive services are designed to empower local businesses in Mandurama and beyond. Our ultimate goal is to help you make informed decisions, mitigate risks, and drive growth, all while ensuring your organization remains agile, resilient, and competitive.

At the heart of our approach lies a profound respect for the Mandurama community and its entrepreneurial spirit. We believe that supporting local businesses and contributing to the regional economy is crucial to building stronger, more resilient communities. As such, we're committed to being an active and engaged partner in the area, actively seeking opportunities to collaborate with local organizations and initiatives.

In a region rich in natural beauty and blessed with a strong sense of community, you can rest assured that COLETEK will continue to stand by your side, offering expert guidance and support as you navigate the ever-changing business landscape. Whether you're looking to expand into new markets, optimize operations, or simply find innovative solutions to everyday challenges, we're here to help.

Ready to seize the opportunity and supercharge your Mandurama-based venture? Let's get started! Contact Us<