AI & Machine Learning Services for Seaford 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 Seaford 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 Seaford 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 Seaford 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 the heart of Melbourne's City Loop, Seaford is a thriving community that deserves innovative and reliable engineering solutions to drive its growth. When it comes to trusted partners for product development and engineering expertise, businesses in Seaford, Victoria, Australia rely on COLETEK – a multidisciplinary Australian company established in 2001. With over two decades of experience, our team has earned a reputation as a go-to partner for companies looking to overcome technical challenges and bring their ideas to life. By leveraging our collective expertise, we empower businesses across Seaford, Victoria, Australia to revolutionize their industries with innovative products and services that meet the specific needs of their customers. As Seaford continues to evolve, so do the demands on local businesses. To stay ahead of the curve, they require engineering partners that can not only deliver cutting-edge solutions but also bring a deep understanding of the challenges they face. At COLETEK, we take pride in being more than just an engineering company – we understand the unique requirements of businesses operating in Seaford, Victoria, Australia and are committed to fostering strong relationships built on trust, collaboration, and mutual growth. Through our work with clients across various industries, we've developed a unique capability that enables us to deliver tailored solutions that meet the specific needs of each business. By focusing on reliability, adaptability, and strategic thinking, we empower businesses in Seaford, Victoria, Australia to innovate, grow, and succeed in today's fast-paced market. At COLETEK, we're proud to operate throughout Australia, serving businesses across Seaford, Victoria, Australia with the same level of dedication and expertise. If you're looking for a partner that shares your vision and is committed to helping you achieve it, look no further. Our team is here to support your business in Seaford, Victoria, Australia and help take you to new heights. Let’s build something remarkable together.