AI & Machine Learning Services for Junee 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 forJunee 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 Junee 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 forJunee 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.

Your Local Partner for Growth: COLETEK in Junee, New South Wales

Junee, situated in the heart of South Central New South Wales, Australia, is a thriving town that's rich in history and culture. As a business owner or entrepreneur in this beautiful region, you're no stranger to the importance of building strong relationships with local partners who can help drive your growth. That's where COLETEK comes in – a trusted Australian company dedicated to supporting businesses like yours in Junee.

At COELTEK, we've built our reputation on years of experience working with local businesses and communities across Australia. Our team has an intimate understanding of the unique challenges and opportunities that come with operating in regional areas like Junee. By leveraging this expertise, we can tailor our support to meet your specific needs, helping you overcome obstacles and capitalize on new opportunities.

Our national reach means you can benefit from our comprehensive network of resources, expertise, and connections. However, we're committed to maintaining a local presence in Junee, ensuring that our services are always tailored to the distinct needs and characteristics of this unique region. We believe it's essential for local businesses to partner with organizations that truly understand their community.

COELTEK is dedicated to building trust with our clients, recognizing that long-term relationships are founded on mutual respect, open communication, and a commitment to innovation. By embracing the latest technologies and methodologies, we stay ahead of the curve, enabling you to adopt best practices and optimize your operations in Junee.

We take pride in being part of the fabric of our local communities, investing time and energy in establishing strong relationships with businesses like yours. Our team is passionate about helping entrepreneurs and business leaders achieve their goals, just as we're committed to supporting the growth of the Junee region.

So why wait? Take the first step towards unlocking your full potential by partnering with COELTEK, a trusted Australian company that's dedicated to backing local businesses in Junee. Contact us today and let's work together to drive your success.