AI & Machine Learning Services for Glen Davis 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 forGlen Davis 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 Glen Davis 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 forGlen Davis 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.

Local Expertise, National Reach: COLETEK Supports Glen Davis and Beyond

In the heart of New South Wales' beautiful Central Tablelands, you'll find the charming town of Glen Davis – a hub for innovation, entrepreneurship, and community spirit. As a locally-based Australian company, COletek has been proudly serving businesses in this thriving region, and beyond.

As you navigate the ever-changing landscape of modern commerce, it's reassuring to know that our local commitment is backed by years of experience in delivering tailored solutions to meet your unique needs. Whether you're an established player or a start-up looking to make its mark, COletek's team of experts has got your back – every step of the way.

Our presence in Glen Davis and surrounding areas allows us to fully immerse ourselves in the local culture, understanding the specific challenges and opportunities that define this region. We're dedicated to supporting the businesses that make our community tick, from small enterprises to large-scale operations.

Trust is at the heart of everything we do. By operating with transparency, integrity, and a strong focus on customer satisfaction, COletek has built a reputation as a reliable partner in the Australian business landscape. Our commitment to innovation keeps us ahead of the curve, ensuring our knowledge and expertise stay up-to-date and relevant – always delivering the best possible outcomes for our clients.

COletek may be a national company, but we're rooted in local knowledge and care deeply about the communities we serve. Whether you're seeking guidance on business growth strategies or require hands-on support to overcome specific challenges, rest assured that our team is comprised of talented individuals who understand your Glen Davis-based operation.

We're proud to be part of this vibrant community, working closely with local leaders, entrepreneurs, and innovators to drive progress and prosperity in the region. As you consider the best path forward for your business, know that COletek stands ready to support you every step of the way – with expert advice, tailored solutions, and a passion for helping our clients thrive.