AI & Machine Learning Services for Connells Point 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 Connells Point 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 Connells Point 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 Connells Point 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.

At COLETEK, we are proud to be a multidisciplinary Australian engineering and product development company established in 2001. With years of experience, innovation at our core, and a national reputation we've built by consistently delivering exceptional results, we're the trusted partner for businesses in Connells Point, New South Wales, Australia and across the country. As a community-focused organization, we take pride in supporting local businesses in Connells Point, New South Wales, Australia, helping them to overcome challenges and achieve their goals. By combining our expertise in engineering and product development with a deep understanding of the unique needs and environments faced by businesses in this region, we provide tailored solutions that drive results. At COLETEK, reliability is key to everything we do. We understand that trust is earned over time through consistent performance, collaboration, and transparency. Our team operates across a broad range of industries, from manufacturing to infrastructure, providing unparalleled capability to address the most complex challenges faced by businesses in Connells Point, New South Wales, Australia. Throughout our history, COLETEK has established itself as a leader in Australian engineering and product development. By investing in cutting-edge technology, continually upskilling our team, and fostering strong relationships with clients, we've built a reputation for delivering exceptional results that meet the unique needs of businesses in Connells Point, New South Wales, Australia. By working closely with local businesses in Connells Point, New South Wales, Australia, we're committed to helping them grow, innovate, and succeed. Whether you're looking to develop new products, improve your manufacturing processes, or overcome specific challenges, our expert team is here to help. From concept to reality, COLETEK will be by your side every step of the way.