AI & Machine Learning Services for Tygalgah 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 Tygalgah 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 Tygalgah 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 Tygalgah 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.

When it comes to industrial engineering and product development, businesses across Tygalgah, New South Wales, Australia look to COLETEK for trusted expertise. With over two decades of experience, we've established ourselves as a go-to multidisciplinary company, dedicated to delivering innovative solutions that drive growth and efficiency.

Based in Tygalgah, New South Wales, Australia, our national reputation has been built on a foundation of reliability, collaboration, and capability. From concept to implementation, we work closely with local businesses to understand their unique challenges and develop tailored engineering and product development strategies that meet their needs.

Serving businesses across Tygalgah, New South Wales, Australia, COLETEK is committed to leveraging our skills and expertise to help companies thrive in today's fast-paced market. Our experienced team of engineers and product developers has extensive knowledge of the region and a deep understanding of local industry requirements.

Working with us means gaining access to cutting-edge technology, advanced engineering solutions, and a passion for innovation that inspires new possibilities. As a proudly Australian company established in 2001, COLETEK is committed to supporting local businesses like yours, providing the expert guidance you need to drive success.

We're proud to operate throughout Australia, serving as a trusted partner for clients across diverse industries. Our expertise spans multiple disciplines, allowing us to bring a holistic approach to engineering and product development that addresses complex challenges head-on.

At COLETEK, we believe in the power of collaboration and the importance of understanding local needs. As your go-to engineering and product development partner in Tygalgah, New South Wales, Australia, we'll work tirelessly to deliver exceptional results that exceed your expectations.