AI & Machine Learning Services for Figtree 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 Figtree 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 Figtree 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 Figtree 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK is committed to providing reliable, collaborative support to businesses across Figtree, New South Wales, Australia. With our national reputation for innovation and technical expertise, we've built long-lasting relationships with clients from small enterprises to large corporations. Our dedicated team of engineers and developers operates throughout Figtree, New South Wales, Australia, taking pride in understanding local markets and challenges. By leveraging this insider knowledge, we strive to deliver tailored solutions that drive progress, efficiency, and competitiveness for businesses like yours. Whether you're a start-up or an established player, our collaborative approach ensures seamless integration with existing operations. COLETEK's unique value proposition lies in its people-focused approach, which allows us to build strong foundations based on trust, open communication, and creative problem-solving. By putting customers first, we've developed expertise across various industries, including but not limited to healthcare, technology, manufacturing, and energy. As a trusted partner for businesses operating within Figtree, New South Wales, Australia's growing market, we're committed to supporting local growth through evidence-based insights, forward-thinking strategies, and innovative problem-solving. By combining our national reputation with expertise in the region, we've established ourselves as go-to experts for engineering and product development solutions. For businesses seeking reliable support in Figtree, New South Wales, Australia, COLETEK offers a comprehensive platform that combines cutting-edge technology with deep understanding of local markets. Whether you're looking to streamline operations or expand into new areas, our multidisciplinary team is committed to delivering tailored assistance.