AI & Machine Learning Services for Fortis Creek 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 Fortis Creek 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Fortis Creek 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 Fortis Creek 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 trusted and innovative multidisciplinary engineering and product development company established in 2001, COLETEK has earned a national reputation for reliability, collaboration, and capability. Now, we're proud to extend our expertise and support to businesses across Fortis Creek, New South Wales, Australia.

In today's fast-paced business environment, Fortis Creek, New South Wales, Australia companies require strong partnerships that can help drive growth, innovation, and profitability. At COLETEK, we believe that by working together with regional businesses like yours, we can achieve remarkable results. With our in-depth knowledge of local industry trends and challenges, we're well-positioned to provide tailored solutions that meet the unique needs of Fortis Creek, New South Wales, Australia companies.

COLETEK's multidisciplinary approach allows us to seamlessly integrate engineering, product development, and manufacturing capabilities to deliver exceptional outcomes for our clients. Our experience includes working with businesses across various sectors, including (but not limited to) energy, infrastructure, and resources. We're honored to have already contributed to the success of numerous organizations in Fortis Creek, New South Wales, Australia.

What sets us apart from other engineering and product development companies? Our commitment to delivering results that meet or exceed client expectations. With a strong track record of building long-term relationships with our clients, you can trust that we'll be by your side every step of the way. Based in Fortis Creek, New South Wales, Australia, COLETEK operates throughout to cater to the needs of businesses across the region and beyond.

Whether you're seeking to improve operational efficiency, develop innovative products, or drive business growth, our team is ready to harness their collective expertise to achieve remarkable outcomes for your organization. Operating in Fortis Creek, New South Wales, Australia, we're proud to serve as a trusted partner for local businesses, and we look forward to collaborating with you.