AI & Machine Learning Services for Hacks Ferry 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 Hacks Ferry 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 Hacks Ferry 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 Hacks Ferry 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 leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to be operating throughout the eastern coast of Australia, with a focus on serving businesses across Hacks Ferry, New South Wales, Australia. Our expertise spans multiple industries, allowing us to provide tailored solutions that cater to the unique needs of local enterprises. With our national reputation built on trust and reliability, we've supported numerous companies in their pursuit of innovation and growth. By leveraging our engineering prowess and product development capabilities, businesses in Hacks Ferry, New South Wales, Australia can rest assured they're in good hands. Our collaborative approach ensures that clients receive tailored solutions that meet their specific challenges, empowering them to stay ahead of the competition. COLETEK's commitment to delivering high-quality outcomes is underpinned by our deep understanding of local markets and industries. We've honed our expertise through extensive experience operating throughout Australia, including serving businesses across Hacks Ferry, New South Wales, Australia. Whether you're seeking guidance on optimizing operational efficiency, developing new products, or streamlining your supply chain, our team is equipped to provide informed support. Our expertise extends beyond specific services; we focus on delivering long-term value through collaboration and innovation. By partnering with COLETEK, businesses in Hacks Ferry, New South Wales, Australia can tap into our collective knowledge and expertise, allowing them to create remarkable products and solutions that drive real results. At COLETEK, we're proud to be based in Hacks Ferry, New South Wales, Australia, where we're committed to fostering strong relationships with local businesses. As a trusted engineering and product development partner, we're dedicated to helping companies in this region thrive. If you're looking for a reliable and innovative partner to support your business objectives, let's get started.