AI & Machine Learning Services for Forbesdale 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 Forbesdale 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 Forbesdale 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 Forbesdale 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.

When it comes to innovation and product development, communities like Forbesdale in New South Wales, Australia rely on the expertise and reputation of leading companies like COLETEK. Based in Forbesdale, our multidisciplinary engineering and product development team has been serving businesses across Forbesdale, New South Wales, Australia since 2001.

As a trusted national player, we understand that local enterprises face unique challenges. Our engineers are dedicated to delivering custom solutions that meet the distinct needs of each client, regardless of industry or location. Whether you're looking to develop a new product, optimize your manufacturing process, or simply improve efficiency – our team is equipped to tackle your most pressing technology and engineering problems.

We're proud of our reputation for reliability, collaboration, and capability. From Forbesdale to the entire southeastern region, businesses count on us to deliver innovative solutions that fuel their growth. Our engineers work closely with clients to understand their goals, identify challenges, and devise effective strategies for overcoming them. With COLETEK's expertise at your side, you can focus on what matters most – driving your business forward.

Whether you're a startup or an established player in Forbesdale's thriving economic landscape, our team is committed to helping local businesses like yours thrive. Let us help you turn opportunities into reality with our engineering and product development expertise. Operating throughout Australia, we're uniquely positioned to support the needs of Forbesdale's entrepreneurs and business leaders.

Looking for a partner that understands your vision and can help bring it to life? You've come to the right place. At COLETEK, we're dedicated to delivering outstanding results for businesses in Forbesdale, New South Wales, Australia – and beyond. Explore our extensive track record of success, and let's get started on building something remarkable together.