AI & Machine Learning Services for St Clair 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 forSt Clair 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 St Clair 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 forSt Clair 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.

Committed to St Clair and the Upper Hunter Valley: A Community-Focused Approach from COLETEK

In the heart of the Upper Hunter Valley, a thriving hub of industry and commerce beats strong, fueled by the entrepreneurial spirit of local businesses. St Clair is one of these vibrant communities, where innovation and community pride go hand in hand. As an integral part of this landscape, COLETEK takes its responsibility to support and empower these enterprises extremely seriously. As a seasoned player in the Australian business scene, we've established ourselves as a trusted partner for companies seeking guidance, expertise, and unwavering commitment. Our story is woven from years of collaborative efforts with local businesses like yours, recognizing the unique challenges and opportunities that come with operating in this beautiful region. This knowledge base has equipped us to navigate the ever-evolving landscape of regional industries and craft tailored solutions. COLETEK's dedication extends far beyond our own borders. While we may operate nationally, our roots remain firmly planted in St Clair's fertile soil. We've developed an intimate understanding of the area's distinct character and the people who call it home – an essential element for any business seeking lasting success here. Our knowledge network and connections within the community are unparalleled, affording local businesses access to invaluable resources, insights, and mentorship. What sets us apart is our innovative approach, grounded in the principles of trustworthiness, transparency, and reliability. As a fellow member of this thriving Upper Hunter Valley business family, you can count on COLETEK's unwavering loyalty, expertise, and local know-how to guide your venture through any challenge or opportunity. Join forces with us today and experience the transformative power of a strategic partnership, forged in the spirit of shared commitment to St Clair and our community. Together, let's build a brighter future for local businesses and continue the Upper Hunter Valley's proud tradition of innovation, progress, and prosperity. Contact Us