AI & Machine Learning Services for Eremerang 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 for Eremerang 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 Eremerang 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 for Eremerang 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.

As a leading multidisciplinary engineering and product development company established in 2001, COLETEK is proud to serve businesses across Eremerang, New South Wales, Australia. Our extensive experience and innovative approach have earned us a trusted national reputation for delivering reliable and tailored solutions that drive growth and progress. Based in Eremerang, New South Wales, Australia, we operate throughout the region, collaborating with local organizations to overcome challenges and capitalize on opportunities. Our team of experts understands the unique needs and complexities of businesses in this area, providing guidance, support, and expertise whenever needed. At COLETEK, we believe that effective partnerships are built on trust, communication, and a deep understanding of the local market. We take the time to listen to our clients' goals and challenges, using this insight to develop custom solutions that integrate seamlessly into their operations. This collaborative approach has contributed significantly to our success in Eremerang, New South Wales, Australia, where we enjoy long-standing relationships with many valued clients. Our capability is rooted in our engineering expertise, which encompasses a broad range of disciplines from mechanical and electrical engineering to materials science and product development. Our engineers are skilled problem-solvers who can tackle complex challenges, ensuring that our solutions are not only effective but also reliable and efficient. As a national company operating throughout Australia, including Eremerang, New South Wales, Australia, we understand the importance of local relevance and cultural sensitivity. We strive to develop solutions that not only meet our clients' needs but also respect their values, culture, and unique circumstances. For businesses in Eremerang, New South Wales, Australia seeking a trusted engineering partner with a national scope and expertise, COLETEK is the ideal choice. Our commitment to building strong relationships, delivering tailored solutions, and fostering innovation has earned us a reputation as a reliable and capable ally.