AI & Machine Learning Services for Forresters Beach 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 Forresters Beach 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 Forresters Beach 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 Forresters Beach 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 thriving coastal suburb in New South Wales, Australia, Forresters Beach is a unique blend of natural beauty and community-driven spirit. COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, has been proud to support local businesses across Forresters Beach, New South Wales, Australia, as well as throughout the country. With over two decades of experience, innovation is at the heart of everything we do. Our trusted national reputation stems from our unwavering commitment to reliability, collaboration, and capability. Whether you're a small startup or an established operation in Forresters Beach, New South Wales, Australia, rest assured that COLETEK has the expertise and passion to help your business thrive. At COLETEK, we believe that a deep understanding of local needs is essential for delivering cutting-edge solutions. That's why we take the time to get to know our clients, understanding their unique challenges and opportunities. By doing so, we can tailor our approach to meet their specific requirements, leveraging our vast expertise in engineering and product development. Located in Forresters Beach, New South Wales, Australia, COLETEK is well-placed to support local businesses, entrepreneurs, and innovators. With a strong presence throughout the country, we're poised to help you achieve your goals, whether that involves streamlining operations, developing new products or services, or simply navigating the complexities of modern business. What sets us apart? Our dedication to innovation, our passion for collaboration, and our relentless pursuit of excellence. As a trusted partner for businesses in Forresters Beach, New South Wales, Australia, we're committed to helping you unlock your full potential.