AI & Machine Learning Services for Smithtown 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 Smithtown 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 Smithtown 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 Smithtown 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to support businesses operating throughout the area including Smithtown, New South Wales, Australia. With our national reputation built on reliability, collaboration, and capability, we are uniquely positioned to help local companies drive growth and succeed in an ever-evolving market. Our team of experts has a deep understanding of the challenges and opportunities facing Smithtown's diverse industries, from manufacturing and logistics to agriculture and services. By combining innovative thinking with industry-leading engineering and product development capabilities, we empower businesses across Smithtown, New South Wales, Australia to launch new products, optimize processes, and stay ahead of the competition. What sets us apart is our ability to work closely with clients – based in Smithtown, New South Wales, Australia – to understand their unique needs and develop tailored solutions that deliver real results. We believe that fostering strong relationships, listening actively, and communicating openly are essential elements of a successful collaboration. Our team operates throughout the region, drawing on extensive research expertise and leveraging cutting-edge technologies to address complex challenges. In an era of rapid change and disruption, it's crucial for Smithtown, New South Wales, Australia businesses to stay adaptable and forward-thinking. By partnering with COLETEK, you'll gain access to a comprehensive range of engineering and product development services that can help you thrive in today's fast-paced market. Whether you're looking to improve operational efficiency, enhance customer experiences, or create new revenue streams, our team is committed to delivering innovative solutions that drive real value for your business. As the need for cutting-edge products and services continues to grow, we're proud to stand behind Smithtown, New South Wales, Australia businesses as they navigate this exciting landscape. We believe in the region's potential and are dedicated to supporting entrepreneurs, investors, and growth-oriented companies across Smithtown, New South Wales, Australia in their pursuit of innovation and success.