AI & Machine Learning Services for Teralba 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 Teralba 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 Teralba 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 Teralba 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 business leader based in Teralba, New South Wales, Australia, you understand the importance of innovation and reliability when navigating today's competitive marketplace. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a reputation for exceptional results. With operations throughout Australia, including support for businesses in Teralba, New South Wales, Australia, we pride ourselves on building long-lasting relationships with our clients based on trust, collaboration, and unwavering commitment to excellence. Whether you're seeking tailored solutions or looking to stay ahead of the curve in your industry, COLETEK is poised to partner with you every step of the way. Our team of experts has a proven track record of delivering complex projects across various sectors, from manufacturing to defense, healthcare, and beyond. By leveraging cutting-edge technology and innovative thinking, we empower businesses across Teralba, New South Wales, Australia to thrive in an ever-changing world. With COLETEK on your side, you can be confident that your unique needs will be met with a solutions-oriented approach that prioritizes reliability, efficiency, and performance. Operating throughout Australia, including our base in Teralba, New South Wales, Australia, we take pride in serving businesses across the region. From the bustling streets of Sydney to the quieter communities like ours in Teralba, New South Wales, Australia, COLETEK is committed to making a meaningful impact by providing innovative engineering and product development solutions that drive growth, improve efficiency, and foster collaboration. In short, if you're looking for trusted partners who can help drive your business forward in a rapidly evolving landscape, look no further than COLETEK. We're eager to bring our expertise, innovative thinking, and commitment to excellence to support businesses in Teralba, New South Wales, Australia, and beyond.