AI & Machine Learning Services for Foster North 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 Foster North 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 Foster North 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 Foster North 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.

COLETEK is a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for reliability, innovation, and collaboration. Serving businesses across Foster North, Victoria, Australia, our team of experts has supported numerous companies in the region, helping them navigate complex technical challenges and realize their goals.

Based in Foster North, Victoria, Australia, COLETEK operates throughout the country, providing trusted expert advice to clients from diverse industries and sectors. Our deep understanding of local market dynamics, combined with our national presence, enables us to offer tailored solutions that address the unique needs and challenges facing businesses in Foster North and surrounding areas.

We've earned a reputation for delivering innovative products and engineering solutions that meet the specific requirements of businesses like yours. From product design and development through to manufacturing and testing, our comprehensive services are designed to support every stage of your project lifecycle. By leveraging our expertise, you can focus on what matters most – growing your business and achieving success.

COLETEK's commitment to excellence, coupled with our strong relationships with local businesses in Foster North, Victoria, Australia, has earned us a respected reputation as trusted partners for companies seeking expert engineering and product development support. We pride ourselves on fostering open lines of communication, ensuring that your project goals are achieved efficiently and effectively.

If you're looking for a reliable partner to help drive business growth and success in Foster North, Victoria, Australia, look no further than COLETEK. With our multidisciplinary expertise, national presence, and commitment to excellence, we're poised to support your most ambitious projects – whatever the challenge may be.