AI & Machine Learning Services for Mangoola 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 forMangoola 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 Mangoola 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 forMangoola 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.

COLEek: Your Trusted Partner in Mangoola, Upper Hunter Valley, New South Wales, Australia

In the heart of the beautiful Upper Hunter Valley, where the countryside meets a strong sense of community, COELTEK is proud to call Mangoola home. This charming region boasts its own unique charm and character, and we're committed to supporting local businesses and families just like yours.

Locally owned and operated with offices in Mangoola, Upper Hunter Valley, New South Wales, Australia, our team has had the privilege of working alongside the area's most dedicated entrepreneurs, farmers, and artisans for years. Our deep understanding of this region's dynamics allows us to deliver personalized solutions tailored to the specific needs of local businesses.

As a trusted Australian company with national reach, COELTEK is uniquely positioned to provide expert guidance, innovative insights, and genuine connections to our valued clients across Mangoola and Beyond. With our strong roots in this community and our finger on the pulse of regional trends, we're committed to helping local businesses grow, thrive, and flourish.

Our team takes pride in its reputation for trustworthiness, dedication, and innovative thinking – essential qualities that define our relationships with local business leaders and families. Whether you're just starting out or looking to take your venture to the next level, we're here to offer guidance, support, and partnership tailored to your specific needs.

So why settle for a generic solution when you can partner with a company that truly understands the Mangoola spirit? Look no further than COELTEK. With our combined expertise, local knowledge, and commitment to excellence, we're the perfect choice for businesses looking to build a strong foundation in this thriving community.

Ready to reap the benefits of COLEek's unparalleled expertise, regional know-how, and trusted partnership? Contact Us.