AI & Machine Learning Services for Cohuna 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 Cohuna 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 Cohuna 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 Cohuna 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 respected and innovative multidisciplinary engineering and product development company based in Cohuna, Victoria, Australia, COLETEK has been proudly serving businesses across this region since 2001. Our commitment to delivering exceptional reliability, collaboration, and capability has earned us a trusted national reputation, making us the go-to partner for Cohuna companies seeking expert support. Our roots in Cohuna date back over two decades, during which time we've developed strong relationships with local businesses, understanding their unique challenges and needs. This deep connection has enabled us to effectively integrate our expertise with your goals, streamlining solutions tailored to your specific requirements. From concept design to prototyping, testing, and deployment, we work in partnership with Cohuna companies, leveraging our extensive engineering prowess to drive innovative outcomes. At COLETEK, we take pride in our ability to collaborate seamlessly across industries, from manufacturing to agriculture. Our multidisciplinary team comprises engineers, designers, and developers with diverse expertise, ensuring your project benefits from the most effective solutions. By combining our collective knowledge with a customer-centric approach, we empower Cohuna businesses to overcome obstacles, achieve growth, and thrive in an ever-evolving market. Operating throughout Australia, including Cohuna, Victoria, Australia, COLETEK has amassed a wealth of experience serving diverse sectors. From farming equipment to medical devices, our product development prowess has helped Cohuna companies bring cutting-edge products to the market. Our local roots, paired with national recognition, provide the perfect blend for fostering long-term relationships and delivering results-driven outcomes. For Cohuna businesses seeking reliable partners who understand their unique needs, COLETEK is here to support every phase of your project's lifecycle. We invite you to explore our capabilities, leveraging our trusted reputation and Cohuna roots to accelerate your growth. Let us help you build something remarkable together.