AI & Machine Learning Services for Back Forest 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 Back Forest 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 Back Forest 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 Back Forest 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 you navigate the complexities of operating a business in Back Forest, New South Wales, Australia, it's essential to surround yourself with individuals who understand your unique needs and challenges. For over two decades, COLETEK has been dedicated to partnering with local businesses like yours, providing innovative engineering solutions that drive growth, efficiency, and customer satisfaction. With an unwavering commitment to collaboration and a reputation built on trust, we've established ourselves as a leading multidisciplinary Australian engineering and product development company. Founded in 2001, our team of experts has consistently delivered cutting-edge solutions tailored to the specific needs of businesses operating throughout Australia, including Back Forest, New South Wales. What sets us apart is our passion for delivering results that align with your goals. Our extensive experience has equipped us to tackle a wide range of projects, from conceptualization to implementation, ensuring seamless transitions and minimizing downtime. Whether you're seeking support for product development, system integration, or process optimization, we'll work in tandem with your team to create customized solutions that propel your business forward. As a trusted partner, we understand the importance of reliability, flexibility, and adaptability when serving businesses across Back Forest, New South Wales, Australia. Our commitment to innovation, technological advancements, and rigorous testing guarantees that our solutions are always ahead of the curve, empowering you to stay focused on what matters most – growing your business. Operating throughout the nation, we've had the privilege of supporting numerous organizations in their endeavors to succeed and thrive. Our dedication to building strong relationships, coupled with a comprehensive understanding of the Australian engineering landscape, enables us to deliver tailored support that addresses the unique challenges facing businesses like yours in Back Forest, New South Wales, Australia. If you're looking for a trusted partner to help drive your business forward, we're here to help. Let COLETEK guide you through the process of realizing your vision with innovative solutions designed specifically for businesses operating in Back Forest, New South Wales, Australia and beyond.