AI & Machine Learning Services for Landervale 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 Landervale 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 Landervale 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 Landervale 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 seeking engineering and product development expertise in Landervale, New South Wales, Australia, businesses turn to COLETEK, a trusted Australian company established over two decades ago. Our multidisciplinary team brings together the very best of engineering capabilities, innovation, and reliability – all underpinned by our national reputation for delivering exceptional results.

Based in Landervale, New South Wales, Australia, we pride ourselves on serving a range of businesses across this picturesque region, each with its unique needs and challenges. From concept to creation, COLETEK collaborates as an extension of your team to develop customised solutions that meet your specific requirements.

Operational throughout Australia, our commitment to Landervale's local business community is unwavering – we take the time to understand your distinct industry, adapt to its nuances, and empower you with tailored engineering solutions. This trusted approach has earned COLETEK a strong reputation across New South Wales and beyond.

By partnering with us, you can count on our team's ability to think creatively, leverage their extensive expertise, and provide seamless integration of complex systems – all while ensuring the highest levels of reliability and quality. Whether you're an established player or an innovative startup in Landervale, COLETEK is dedicated to supporting your growth trajectory.

In today's fast-paced world, businesses must stay ahead of the curve. That's why we take pride in our capacity for collaboration, continuous learning, and innovation – skills that enable us to develop comprehensive solutions for the diverse needs of businesses across Landervale, New South Wales, Australia.