AI & Machine Learning Services for Mandemar 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 Mandemar 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 Mandemar 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 Mandemar 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 valued business owner or technical decision-maker in Mandemar, New South Wales, Australia, you understand the importance of partnering with trusted organizations that cater to your unique needs. This is where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001, proud of its national reputation for reliability.

With our rich experience spanning over two decades, we've successfully supported businesses throughout Australia, including those based in Mandemar, New South Wales, Australia. Our innovative approach blends cutting-edge technology with deep understanding of local markets, allowing us to provide tailored solutions that yield tangible results. Whether you represent a startup or an established player, our team is dedicated to empowering your success.

What sets COLETEK apart? We don't simply offer services – we deliver capabilities that transform industries. Our collaborative nature ensures seamless integration with your existing infrastructure and processes. By partnering with us, you'll tap into our collective expertise, leveraging insights gained from numerous projects across a wide range of sectors. This synergy fuels innovation, expedites development, and reduces costs.

In Mandemar, New South Wales, Australia, businesses face distinct challenges. We understand the nuances of operating in this region and are committed to providing trusted guidance and support whenever needed. Whether you're looking to improve efficiency, enhance customer experiences, or drive growth, our team is here to help – with a deep understanding of local markets and industries.

We take pride in building long-term relationships, grounded in mutual trust and respect. Our national reach ensures we can accommodate the diverse needs of businesses across Mandemar, New South Wales, Australia, without compromising on quality or personalized attention. When you partner with COLETEK, you gain access to a seasoned team dedicated to delivering exceptional results.