AI & Machine Learning Services for Hermidale 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 forHermidale 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 Hermidale 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 forHermidale 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 Hermidale and the Central West Slopes: Your Trusted Partner for Business Success

When it comes to navigating the diverse landscape of the Central West Slopes, no business is an island – we all rely on our neighbors, local suppliers, and community partners. At COLETEK, we're proud to call Hermidale home and a key focus area in New South Wales, Australia. With roots firmly planted in this beautiful region, we've dedicated ourselves to empowering businesses like yours with the expertise, resources, and innovative solutions needed to thrive. For years, COLETEK has built a reputation as a trusted Australian company, committed to investing in local communities like Hermidale. By fostering strong relationships with our clients and collaborators, we're not just providing services – we're driving growth, jobs, and progress throughout the Central West Slopes. Our team is deeply rooted in this region's history and culture, allowing us to tailor our approach to the unique needs of area businesses, from agricultural innovations to manufacturing excellence. As a national player with extensive experience across various industries, COLETEK brings unmatched scale, expertise, and resources to support Hermidale's entrepreneurs, startups, and long-established companies alike. We're passionate about helping local businesses overcome challenges, seize new opportunities, and build lasting legacies in the community we call home. With our ears to the ground, so to speak, we remain acutely aware of the region's dynamic needs – ensuring our solutions are always relevant, effective, and forward-thinking. As a valued partner for Hermidale's business community, COLETEK is committed to maintaining the highest levels of trustworthiness, integrity, and professionalism. Our commitment extends beyond merely providing services, transcending into ongoing support, guidance, and advocacy – empowering area businesses to flourish in an ever-evolving marketplace. And that's exactly why we're excited about our role in supporting Hermidale's economic development: by leveraging our national reach, industry expertise, and local presence, we can drive meaningful change, job creation, and prosperity for the region. So, whether you're a startup or an established player, know that COLETEK has your back – whenever and wherever you need us. Contact Us