AI & Machine Learning Services for Leitchville 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 Leitchville 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 Leitchville 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 Leitchville 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 Leitchville, Victoria, Australia, you understand the importance of having reliable partners to help drive your organization's success. COLETEK is a multidisciplinary Australian engineering and product development company established in 2001 with a trusted national reputation for delivering innovative solutions. Our team of experts has extensive experience supporting businesses across Leitchville, Victoria, Australia, and throughout Australia, providing tailored solutions that meet specific needs. Operating from our base in Leitchville, Victoria, Australia, our collaborative approach ensures seamless communication, reducing the complexity often associated with engineering and product development projects. By working closely with your team, we develop a deep understanding of your business goals and challenges, empowering us to create bespoke solutions that drive real value. For businesses in Leitchville, Victoria, Australia, COLETEK offers unparalleled expertise and capabilities to tackle various challenges, from product design and prototyping to manufacturing engineering and testing. Our comprehensive approach ensures that every project is executed with precision, quality, and reliability, giving you the confidence to focus on your core operations while we handle the technical aspects. As a national leader in engineering and product development, our team of experts has extensive experience working across various industries and sectors, providing you with unparalleled flexibility and scalability. Whether you require a custom solution for a new project or need support for an existing one, COLETEK is committed to serving businesses across Leitchville, Victoria, Australia with the same level of dedication and passion.