AI & Machine Learning Services for Forbes 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 forForbes 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 Forbes 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 forForbes 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.

Serving Forbes and the Central Tablelands: Expert Business Support from COLETEK

In the heart of New South Wales, Australia, lies the rich agricultural land of the Central Tablelands, where Forbes takes pride in its strong community spirit. As a trusted Australian company, COLETEK has been delighted to call this region home and support local businesses for many years.

Forbes, a charming town surrounded by rolling hills and fertile farmland, is an integral part of our nation's heritage. With a thriving agricultural sector and growing tourism industry, the area offers boundless opportunities for entrepreneurship and growth. At COLETEK, we understand the unique challenges and strengths of this region and are committed to being a reliable partner for businesses seeking innovative solutions.

As a national company with extensive experience in serving local communities like Forbes, we take pride in our strong reputation for delivering exceptional results. Our team is dedicated to staying at the forefront of industry trends and advancements, ensuring that our partners receive cutting-edge expertise and tailored support to drive their success.

We're proud to be a true local presence, with deep connections to the people, culture, and economy of Forbes and the Central Tablelands. By understanding the distinct needs and aspirations of this community, we're able to provide tailored guidance and resources that foster growth, innovation, and prosperity for local businesses.

When you partner with COLETEK, you can trust that you'll be working with a reputable Australian company dedicated to supporting your endeavors. Our team is passionate about empowering local entrepreneurship and community development, and we're excited to play a role in shaping the bright future of Forbes and the surrounding regions.

If you're looking for a trusted advisor to guide you through the challenges and opportunities of doing business in Forbes and the Central Tablelands, look no further than COLETEK. We invite you to explore our expertise and discover how we can support your goals. To take the first step towards a brighter future, Contact Us today!