AI & Machine Learning Services for Skinners Flat 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 Skinners Flat 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 Skinners Flat 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 Skinners Flat 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 business owner or technical decision-maker based in Skinners Flat, Victoria, Australia, you understand the importance of seeking expert support to drive innovation and growth. COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, has been serving businesses across Skinners Flat, Victoria, Australia and throughout Australia for years. With a reputation built on trust, reliability, and collaboration, we've earned the respect of our clients and peers alike. Our team of experienced engineers combines deep industry knowledge with cutting-edge innovation to deliver tailored solutions that meet the unique needs of your business. Whether you're looking to improve operational efficiency, enhance product performance, or overcome technical challenges, COLETEK's capabilities are designed to help you achieve your goals. Based in Skinners Flat, Victoria, Australia, we take pride in understanding the unique characteristics of our local region and the industries that thrive within it. Our commitment to serving businesses like yours is reflected in our dedication to building strong relationships, ensuring timely delivery, and providing transparent communication throughout every project. Through our expertise in product development, engineering design, and technical consulting, COLETEK has helped numerous businesses operating throughout Skinners Flat, Victoria, Australia overcome complex challenges and seize opportunities. Our capabilities are not limited to a single industry or sector; instead, we focus on delivering value across multiple industries and sectors. When it comes to partnering with an external team for your engineering needs, you want a trusted partner that can scale with your growth, provide innovative solutions, and offer the reliability you demand. At COLETEK, we believe in fostering long-term relationships founded on mutual respect, open communication, and unwavering commitment to results. Operating throughout Skinners Flat, Victoria, Australia, we're proud of our reputation as a go-to partner for businesses seeking engineering expertise. Let us bring our expertise to bear on your specific challenges and help you achieve your goals.