AI & Machine Learning Services for Mount David 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 forMount David 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 Mount David 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 forMount David 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.

Your Local Partner for Growth: COLETEK in Mount David, Central Tablelands, New South Wales, Australia

Nestled in the picturesque Central Tablelands of New South Wales, Australia, lies the charming town of Mount David. A hub for agriculture, tourism, and community-driven initiatives, this region is home to a rich tapestry of local businesses and entrepreneurs who drive the economy forward. As part of this thriving ecosystem, COLETEK sets its roots in Mount David, committed to providing trusted services that foster growth and prosperity for the area's enterprises.

Leveraging over two decades of national reach and experience, COLETEK has established itself as a dependable partner for businesses across Australia. Our presence in Mount David is testament to our commitment to understanding the unique needs of local communities. We're proud to be part of the fabric that weaves together the fabric of regional economies like yours.

By putting the interests of local businesses at the forefront, COLETEK has earned a reputation for trustworthiness and innovation. Our expert team is dedicated to delivering tailored solutions that meet the distinct needs of Mount David's entrepreneurs and business owners. Whether it's navigating complex regulatory environments or capitalizing on new opportunities, we're here to provide guidance and support.

Locally focused, nationally connected, and committed to community-driven growth – COLETEK embodies the spirit of collaboration and partnership that defines the best of Australian enterprise. As your trusted ally in Mount David, we're passionate about empowering local businesses to reach new heights through our collective expertise and shared vision for success.

Looking to take your business to the next level? With COLETEK's local presence coupled with our national expertise, you can be assured of getting personalized attention and tailored solutions that drive growth in Mount David. We'd love to hear your story and discuss how we can support your entrepreneurial journey. Contact Us today.