AI & Machine Learning Services for Cobram 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 Cobram 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 Cobram 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 Cobram 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 multidisciplinary engineering and product development company with over two decades of experience, COLETEK is proud to serve businesses across Cobram, Victoria, Australia. With a national reputation built on reliability, collaboration, and capability, we empower local organizations to drive growth, innovation, and success. Established in 2001, COLETEK has grown into a leader in the field of engineering and product development. Our team of experts brings together diverse skill sets, ranging from mechanical and electrical engineering to software development and industrial design. This unique blend of expertise enables us to deliver tailored solutions for businesses operating throughout Cobram, Victoria, Australia. At COLETEK, we understand the complexities of operating a business in today's fast-paced marketplace. That's why we take pride in being a trusted partner for businesses in Cobram, Victoria, Australia. We help them navigate the challenges of innovation by providing innovative, tailored solutions that drive results. From product development to process optimization, our expertise and collaboration empower local organizations to achieve their goals. Our commitment to excellence and customer satisfaction has earned us a reputation as a reliable partner for businesses across Cobram, Victoria, Australia. Whether you're looking to drive growth, improve efficiency, or bring new products to market, COLETEK's multidisciplinary approach ensures that your project receives the attention it deserves. By combining our expertise with your vision and goals, we'll help you achieve remarkable outcomes. As a dedicated partner for businesses in Cobram, Victoria, Australia, COLETEK is committed to helping local organizations thrive. We believe that collaboration and innovation are key drivers of success, and we're proud to be a part of the Cobram business community. If you're looking for a trusted partner to help drive your project forward, look no further than COLETEK.