AI & Machine Learning Services for Argenton 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 forArgenton 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 Argenton 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 forArgenton 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 Partner in Growth: Coletek Serving Argenton, East Lake Macquarie, and Beyond

As the heartbeat of New South Wales' stunning east coast, Argenton, part of the picturesque East Lake Macquarie region, is a hub of entrepreneurial spirit. With its rich natural beauty, thriving local economy, and strong sense of community, it's an ideal location for businesses to thrive and grow. At Coletek, we're proud to be a trusted Australian company with a deep understanding of this area's unique needs and challenges.

With years of experience in supporting local businesses across the country, our team is well-versed in navigating the complexities of the New South Wales business landscape. Our national reach allows us to draw on expertise from coast to coast, while our commitment to innovation ensures we stay ahead of the curve. By partnering with businesses like yours, we're dedicated to helping you achieve your goals and overcome any obstacles.

As a locally-based company, we pride ourselves on our deep roots in this community. We understand the importance of building relationships, fostering trust, and staying connected to the needs and aspirations of local entrepreneurs. At Coletek, we're not just another corporate player – we're neighbors, friends, and advocates for the growth and prosperity of Argenton, East Lake Macquarie, and the surrounding areas.

We believe that business shouldn't be done at arm's length. Our approach is rooted in a deep respect for the people, culture, and land of this region. We take pride in our presence, knowing that genuine connection and understanding are essential to delivering exceptional results. By choosing Coletek as your trusted partner, you can rely on our expertise, creativity, and commitment to supporting the growth of Argenton's unique entrepreneurial landscape.