AI & Machine Learning Services for Southgate 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 Southgate 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 Southgate 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 Southgate 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 pride ourselves on being a trusted and innovative engineering solutions partner for businesses across Southgate, New South Wales, Australia. Established in 2001 as a multidisciplinary Australian engineering and product development company, our expertise spans multiple industries and sectors. Our reputation for delivering high-quality results, combined with our ability to collaborate seamlessly, sets us apart from other providers. As a locally based company operating throughout Southgate, New South Wales, Australia, we're committed to supporting the region's businesses, helping them tackle new challenges and capitalise on opportunities. Whether you're a start-up or an established enterprise, we understand that finding the right engineering solutions provider can be a tall order. That's why we focus on building long-term relationships with our clients, taking the time to truly understand their needs and develop tailored solutions. Our team of experts has the capability to handle complex projects, leveraging cutting-edge techniques and technologies to deliver reliable and effective results. From initial concept to final implementation, we're dedicated to working closely with your business, ensuring that our engineering solutions meet your unique requirements. With COLETEK, you can trust that your Southgate-based company is in good hands. We've helped numerous businesses across Southgate, New South Wales, Australia achieve remarkable success through our innovative approach and commitment to collaboration. Whether you're looking for support with product development, engineering consulting, or other services, we're here to help you succeed. By partnering with COLETEK, you'll have access to the resources, expertise, and local knowledge necessary to drive your business forward. Let's build something remarkable together.