AI & Machine Learning Services for Mountain Top 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 Mountain Top 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 Mountain Top 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 Mountain Top 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.

Coletek is a multidisciplinary Australian engineering and product development company established in 2001. Operating throughout Australia, we're proud to serve businesses across Mountain Top, New South Wales, Australia with innovative solutions tailored to their unique needs.

Our history of innovation has earned us a trusted national reputation, built on a foundation of reliability, collaboration, and capability. We're not just talk, though – our clients can attest to the quality of our work, from conceptualization to implementation. Whether you're a local business or a national player, COLETEK is your go-to partner for engineering excellence.

With our base in Mountain Top, New South Wales, Australia, we've developed a deep understanding of regional challenges and opportunities. Our people are passionate about working closely with clients, leveraging local expertise to deliver exceptional results that drive growth and innovation. From product development to production line optimization, you can count on COletek's expert engineers to bring your vision to life.

As we continue to grow our presence in Mountain Top, New South Wales, Australia, we're committed to amplifying economic activity, creating jobs, and contributing meaningfully to the local community. By choosing COletek, you can leverage our collective expertise to address specific regional needs and seize opportunities that benefit your business – and through it, the broader community.

Ready to tap into COtelek's collective brainpower? Let us unlock new possibilities for your business in Mountain Top, New South Wales, Australia and beyond. Whether you're looking to enhance operational efficiency, bring groundbreaking products to market, or navigate industry-specific challenges – our engineering virtuosos are here to guide you every step of the way.