AI & Machine Learning Services for Giro 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 forGiro 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 Giro 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 forGiro 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.

Experience the Power of Local Business Expertise in Giro, Mid North Coast, New South Wales, Australia

Nestled in the heart of the picturesque Mid North Coast region, where rolling hills meet stunning coastlines, lies a thriving community that is home to many entrepreneurial spirit. At COLETEK, we're proud to be a part of this local fabric, dedicated to supporting and empowering businesses in Giro and surrounding areas.

As an Australian company with national reach, we're well-equipped to provide tailored solutions for the unique needs of businesses operating in our beautiful corner of New South Wales. Our team has extensive experience in working alongside local entrepreneurs, helping them navigate the ever-changing landscape of commerce and innovation.

We're not just another faceless corporate entity; we're a trusted partner, committed to building long-term relationships with business owners and communities alike. By putting our local presence front and center, we're uniquely positioned to understand the specific challenges and opportunities that exist in Giro and surrounding areas.

COLETEK is built on the foundation of trust – a cornerstone upon which all our interactions are based. Whether you're an established business looking to improve operations or a start-up venture seeking guidance and support, we're here for you. Our commitment to transparency, open communication, and unwavering dedication sets us apart from larger corporations that may prioritize profit over people.

Innovative thinking is at the heart of our approach. We stay ahead of the curve by embracing new technologies and methodologies, ensuring our clients reap the benefits of cutting-edge expertise while minimizing disruption to their daily operations. By doing so, we foster an environment where local businesses can thrive, driving growth and prosperity throughout the region.

As a locally grounded organization with national reach, COLETEK is perfectly positioned to provide the expert guidance and support you need to succeed in Giro and surrounding areas. Don't just take our word for it – experience the difference for yourself. Contact us today at Contact Us and discover how we can help your business flourish in this stunning part of Australia.

Contact Us