AI & Machine Learning Services for Federal 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 Federal 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 Federal 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 Federal 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 trusted national player in the Australian engineering and product development landscape since 2001, COLETEK is proud to serve businesses across Federal, New South Wales, Australia. Our team of experts has earned a reputation for delivering reliability, fostering collaboration, and driving capability-building initiatives that propel local enterprises forward.

Nestled within the rich cultural heritage and thriving economic landscape of Federal, New South Wales, Australia, our multidisciplinary team is committed to empowering businesses, just like yours. Our wealth of experience has equipped us to tackle some of the most pressing challenges facing organisations in this region. We're dedicated to helping you identify opportunities, overcome obstacles, and seize new frontiers.

Based in Federal, New South Wales, Australia, our local presence allows us to understand the unique needs of businesses operating within this region. Our proximity enables timely communication, efficient collaboration, and rapid response times – all essential elements for driving meaningful innovation and growth. Whether you're an established player or a forward-thinking startup, we're here to help you achieve your goals.

As a multidisciplinary engineering and product development company with years of experience, our capabilities extend far beyond the boundaries of singular industries or sectors. We excel at integrating multiple disciplines to deliver holistic solutions that drive real value for our customers. By partnering with us, you tap into a wealth of expertise, innovative thinking, and commitment to excellence.

Operating throughout Federal, New South Wales, Australia, we're well-positioned to support businesses across the region. Our team is passionate about contributing to the unique narrative of this area and embracing its vibrant entrepreneurial spirit. Whether your organisation is seeking innovative solutions for new product design, process optimisation, or supply chain management, you've found a trusted ally in COLETEK.