AI & Machine Learning Services for Mandurang South 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 Mandurang South 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 Mandurang South 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 Mandurang South 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for innovation, reliability, and collaboration. Our team of experts is dedicated to supporting businesses across Mandurang South, Victoria, Australia, and throughout the country, helping them overcome complex technical challenges and achieve their goals.

Operating from our base in Mandurang South, Victoria, Australia, we have developed a deep understanding of the unique needs and opportunities presented by regional industries. Our expertise extends to all corners of the market, from manufacturing and logistics to healthcare and technology. We take pride in being a trusted partner for businesses seeking cutting-edge solutions tailored to their specific requirements.

At COLETEK, we believe that engineering and product development are not just about designing and building – they're about solving real-world problems and delivering tangible results. Our team is committed to working closely with clients to understand their needs, develop innovative solutions, and bring new products and processes to life. Whether you're based in Mandurang South, Victoria, Australia or elsewhere in the country, we're confident that our expertise can make a meaningful difference for your business.

We've had the pleasure of working with numerous clients across various industries, from small-scale startups to large corporation, providing them with expert guidance and innovative solutions to drive growth and success. By serving businesses across Mandurang South, Victoria, Australia and beyond, we've honed our skills in understanding regional markets, identifying opportunities for improvement, and developing tailored solutions that meet the unique needs of each customer.

If you're a business seeking reliable partners who can help overcome technical challenges and drive growth, look no further than COLETEK. Our commitment to excellence is matched only by our dedication to serving clients like yours across Mandurang South, Victoria, Australia and throughout Australia, with expertise that spans engineering, product development, and more.