AI & Machine Learning Services for Graman 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 forGraman 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 Graman 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 forGraman 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.

Partnering with Success in Graman and Beyond: Your Trusted Local Advisor

Nestled within the picturesque North West Slopes region of New South Wales, Australia, Graman is a thriving community rich in history and natural beauty. As a proud Australian company, COLETEK has been privileged to be an integral part of this area's development over the years. Our experienced team has built lasting relationships with local businesses and individuals alike, understanding the intricacies and challenges unique to Graman's agricultural landscape.

As we celebrate our national reach and reputation for innovation, we remain committed to fostering strong ties with the communities that matter most – like Graman. With a deep appreciation for the region's distinct character, we've cultivated a presence that's uniquely attuned to the needs of local entrepreneurs, farmers, and families.

At COLETEK, trust is everything. We're not just another Australian company – we're your neighbour, your partner, and your ally in navigating life's twists and turns. Our foundation is built on sound principles: integrity, expertise, and a genuine passion for the well-being of our customers, colleagues, and community

This grassroots approach has allowed us to earn the trust of countless local business owners, farmers, and residents. We take pride in delivering bespoke solutions tailored to Graman's specific context – where land, livestock, and lifestyle intersect. By working closely with our clients, we've earned a reputation for being responsive, practical, and innovative.

In an ever-evolving landscape, COLETEK remains committed to supporting the growth of Graman's local economy. As your trusted local advisor, we'll continue to support businesses like yours – understanding the rhythms and opportunities that shape our community.

We're proud to be part of Graman's story and invite you to join us on this journey. Whether you're exploring new horizons or navigating everyday challenges, know that COLETEK has your back. Take the next step towards a brighter future for yourself, your family, and our community – contact us today.