AI & Machine Learning Services for Nowendoc 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 Nowendoc 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 Nowendoc 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 Nowendoc 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.

Nowendoc, New South Wales, Australia - a thriving regional hub with a strong agricultural presence. As a local business owner or technical decision-maker here, you understand the importance of reliability, innovation, and collaboration to drive growth and success. That's where we come in at COLETEK.

As a multidisciplinary Australian engineering and product development company established in 2001, our team has a wealth of experience in delivering cutting-edge solutions that transform industries. And yet, despite our national reputation, we remain deeply committed to the local communities we serve - including Nowendoc, New South Wales, Australia.

We take pride in being your trusted partner for all things engineering and product development. Whether you're an agricultural entrepreneur or a business leader looking to expand your presence in the region, we've got the skills and expertise to help you achieve your goals. Our team of seasoned engineers and innovators draws on extensive knowledge across various sectors - from farming to manufacturing - to craft custom solutions that meet your unique needs.

Our approach centers around collaboration, leveraging our deep understanding of Nowendoc's local landscape to create tailored solutions that support businesses operating throughout the region. By combining local insights with national expertise, we empower entrepreneurs and business leaders like you to thrive in an ever-changing market.

At COLETEK, we're not just another engineering firm - we're a committed partner for the Nowendoc community. If you're looking for reliable, innovative solutions that will take your business to new heights, look no further than us.