AI & Machine Learning Services for Jerrys Plains 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 forJerrys Plains 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 Jerrys Plains 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 forJerrys Plains 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.

Serving Jerrys Plains: A Local Touch for Businesses in NSW's Upper Hunter Valley

As we journey through the picturesque Upper Hunter Valley, our eyes are drawn to the charming town of Jerrys Plains, nestled within the heart of New South Wales. And at COLETEK, we're proud to be a trusted Australian company that understands the unique needs of businesses in this beautiful region.

For decades, COLETEK has been dedicated to supporting local entrepreneurs and enterprises across Australia, providing unrivaled expertise and guidance as they navigate the ever-changing business landscape. Our commitment to trust, innovation, and community engagement has earned us a reputation as a go-to partner for businesses seeking reliable support in their growth journey.

As we step into the bustling town of Jerrys Plains, it's clear that our local presence is deeply felt. We're not just a name on a letterhead; we're neighbors, partners, and advocates for the prosperity of our community. Our team remains committed to putting in the work necessary to build lasting relationships with businesses in this area, from supporting local farmers to empowering innovative startups.

COLETEK is more than just a consulting firm; we're an extension of the Upper Hunter Valley's entrepreneurial spirit. With an unwavering focus on providing exceptional service, cutting-edge solutions, and authentic connections, we empower our clients to thrive in their respective niches.

In Jerrys Plains, COLETEK recognizes the value of collaboration and community-driven efforts. We're not here to dictate the pace; we're here to listen, adapt, and accelerate your success. As trusted partners, we've earned a reputation for delivering results that translate into tangible growth and financial stability.

In an ever-evolving business climate, it's comforting to know that you have COLETEK by your side. Our team is equipped with the latest knowledge, skills, and best practices to propel your venture forward while remaining true to the values that define our commitment to Jerrys Plains and its community.

As we look to the future of business in the Upper Hunter Valley, one thing remains constant: COLETEK's unwavering dedication to supporting local businesses like yours. Let us help you seize new opportunities, overcome challenges, and scale your operations with confidence.