AI & Machine Learning Services for Kogarah Bay 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 Kogarah Bay 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 Kogarah Bay 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 Kogarah Bay 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted partner for businesses across Kogarah Bay, New South Wales, Australia. With our team's collective expertise, we're dedicated to delivering high-quality solutions that exceed expectations. Based in Kogarah Bay, New South Wales, Australia, and operating throughout the region, we've had the privilege of working closely with local businesses, understanding their unique challenges, and developing tailored approaches to drive growth, innovation, and success. Our experience has equipped us to tackle a wide range of engineering needs, from conceptualization through implementation. At COLETEK, we're committed to building long-term relationships founded on reliability, collaboration, and capability. By combining the talents of our engineers with cutting-edge technology, we've developed capabilities that benefit businesses in Kogarah Bay, New South Wales, Australia, and beyond. Our multidisciplinary approach ensures a comprehensive understanding of each project's technical and commercial requirements. Whether it's refining existing operations or developing new products and services, COLETEK is well-positioned to support the diverse needs of businesses in Kogarah Bay, New South Wales, Australia. We take pride in our ability to adapt to evolving industry trends, technological advancements, and emerging market opportunities. As your trusted partner, we're here to help you navigate the complexities of engineering and product development. With COLETEK, you can count on a dedicated team that values transparency, communication, and mutual understanding. Our collective passion for innovation and problem-solving is reflected in each project we undertake, ensuring exceptional results for our clients. So why settle for anything less when it comes to engineering excellence? Look no further than COLETEK, your go-to partner for engineering and product development services in Kogarah Bay, New South Wales, Australia. Together, let's build something remarkable.