AI & Machine Learning Services for Upper Mangrove 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 Upper Mangrove 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 Upper Mangrove 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 Upper Mangrove 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 has earned a trusted national reputation for delivering innovative solutions to businesses across Upper Mangrove, New South Wales, Australia. Our long history of collaboration with local companies has enabled us to develop deep understanding of the needs and challenges specific to the area. Based in Upper Mangrove, New South Wales, Australia, we operate throughout the region, serving businesses in industries ranging from manufacturing and logistics to healthcare and education. Our team's diverse skill set allows us to tackle complex projects that require a holistic approach, leveraging expertise in engineering design, prototyping, testing, and production to create tailored solutions. Our commitment to reliability and capability has earned COLETEK a reputation as a partner businesses can trust. We take the time to listen to your specific needs, working closely with you to develop solutions that meet your unique goals and objectives. Our multidisciplinary team is equipped to handle projects of all sizes and complexity, from small-scale product development to large-scale system integration. When you need expert engineering and product development services in Upper Mangrove, New South Wales, Australia or beyond, look no further than COLETEK. We're dedicated to delivering high-quality solutions that drive innovation and growth for our clients. Our team is passionate about solving real-world problems and making a positive impact on the community. COLETEK has extensive experience working with businesses in Upper Mangrove, New South Wales, Australia, helping them overcome challenges and achieve their objectives. We understand the importance of local knowledge and are committed to supporting the regional economy through our work. Whether you're looking to improve processes, develop new products or services, or enhance your competitiveness, COLETEK is well-positioned to help.