AI & Machine Learning Services for Mount George 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 Mount George 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: YOLO, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). 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 George 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 using ollama or llama.cpp)

• 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 Mount George 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.

Harness the power of AI and Machine Learning to transform your business in Mount George. COLETEK has extensive experience delivering innovative solutions across industries, helping businesses like yours achieve remarkable outcomes. Our team of experts will collaborate with you to understand your unique needs and deliver tailored solutions that optimize your processes, enhance productivity, and maximize efficiency.

We understand the challenges faced by businesses in the Mid North Coast region. Our approach is tailored to address the specific needs of local industries, considering factors such as remote collaboration, periodic design reviews, and support across regional and metropolitan clients. We'll work closely with you to navigate the complexities of AI implementation, ensuring a seamless and successful journey from discovery through production-readiness.

Our services encompass a wide range of activities, from requirements capture and engineering trade-offs to integration planning, testing, and handover. We can assist you with proof-of-concept work, prototype refinement, design reviews, and technical feasibility assessments. Our goal is to empower you with actionable insights and solutions that enable you to achieve tangible results.

COLETEK is an Australian-founded product development company with over 20 years of experience delivering innovative solutions across industries. Our founder-led team is driven by a passion for solving complex problems and transforming businesses through technology. We are committed to partnering with Mount George businesses to navigate the evolving landscape of AI and Machine Learning, unlocking their full potential for success.

Let's embark on this journey together and harness the transformative power of AI to elevate your business to new heights. Contact COLETEK today to schedule a consultation and discuss how we can help you achieve exceptional outcomes.