AI & Machine Learning Services for Gumma 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 Gumma 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 Gumma 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 Gumma 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 and innovative multidisciplinary engineering and product development company established in 2001, COLETEK has made a significant mark across the nation. With extensive experience working with businesses of all sizes and industries, we have cemented our reputation for reliability and capability.

Our national footprint is matched by our local presence in Gumma, New South Wales, Australia – an area renowned for its stunning natural beauty, rich cultural heritage, and thriving agricultural sector. Here at COLETEK, we understand the importance of these industries and are dedicated to helping businesses like yours thrive.

With a comprehensive understanding of engineering principles and cutting-edge technologies, our multidisciplinary team offers unparalleled support to companies operating throughout Gumma, New South Wales, Australia, regardless of their size or industry. Our collaborative approach allows us to integrate seamlessly with your existing operations, ensuring that your projects are brought to life efficiently and effectively.

In addition to providing bespoke engineering solutions tailored to the unique needs of each business, we also offer expert consultation services designed to help companies in Gumma, New South Wales, Australia navigate the complexities of innovation. Whether you're looking for guidance on emerging technologies or assistance with product development, our team is always happy to lend a hand.

If you're based in Gumma, New South Wales, Australia and are seeking reliable, innovative solutions designed to drive business growth, then COLETEK is here to help. Our proven track record of delivering complex projects on time, within budget, and with minimal fuss demonstrates our commitment to your success.