AI & Machine Learning Services for Old 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 forOld Junee 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 Old 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 forOld Junee 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.

Spearheading Local Success in Old Junee, South Central New South Wales: COLETEK's Commitment to the Area

In the heart of South Central New South Wales, Old Junee is a town rich in history and community spirit. As a trusted Australian company, COLETEK is proud to call this region home. With extensive experience working alongside local businesses and communities alike, we take pride in our ability to make a meaningful difference.

Familiar with the unique challenges and opportunities that come with being part of a close-knit community like Old Junee, COLETEK remains steadfastly committed to supporting those in South Central New South Wales. Our team draws upon its deep understanding of local needs and aspirations, expertly navigating the complex terrain to deliver tailored solutions that drive genuine growth.

Situated in Old Junee, COLETEK shares a profound appreciation for the town's storied past and present-day vitality. By recognizing and honoring our regional roots, we ensure that our actions and decisions are informed by a deep understanding of what matters most – people, community, and local prosperity.

While we're proud to call Old Junee home, COLETEK is undeniably part of a larger national story. Spanning coast-to-coast, from Sydney's bustling financial hub to the sun-kissed outback, our team has honed its expertise over countless projects across Australia's diverse landscape. This breadth and depth of knowledge allows us to bring unparalleled value to local businesses in Old Junee, guiding them towards success with actionable insights informed by national trends and cutting-edge best practices.

Inspired by the region's people, culture, and values, COLETEK continues to push the boundaries of innovation and service. We're passionate advocates for trust, transparency, and collaboration – principles that form the foundation of our relationships with local businesses and community organizations in and around Old Junee.

For those keen to see their business thrive in today's fast-paced environment, we invite you to harness the power of COLETEK's expertise, nationally-grounded insights, and uncompromising commitment to local success. Our team is eager to discuss how our customized solutions can benefit your organization – and propel it forward as a beacon of prosperity for the community.