AI & Machine Learning Services for Neerim East 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 Neerim East 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Neerim East 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 Neerim East 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With our team's collective expertise and passion for innovation, we've built a trusted national reputation that spans across various industries and regions. As you gaze out at the rolling hills of Neerim East, Victoria, Australia, it's clear why this region is an attractive destination for businesses seeking growth. As your strategic partner, COLETEK has a proven track record of supporting businesses in Neerim East, Victoria, Australia, as well as throughout Australia. Our collaborative approach allows us to bring fresh perspectives and insights that fuel your organization's ambitions. With our comprehensive engineering and product development capabilities, we can help you overcome challenges, streamline processes, and drive innovation. When it comes to partnering with a reliable and capable partner in Neerim East, Victoria, Australia, look no further than COLETEK. Our deep understanding of the region's unique dynamics allows us to tailor our support to meet your specific needs. From concept development to implementation, we're committed to delivering exceptional results that align closely with your goals. What sets us apart is our ability to collaborate seamlessly with local businesses, fostering strong relationships built on trust, integrity, and a passion for achieving shared objectives. This synergy enables us to uncover new opportunities, address pressing challenges, and unlock untapped potential in Neerim East, Victoria, Australia. By partnering with COLETEK, you can expect: A trusted partner that operates throughout Neerim East, Victoria, Australia Expertise gained from years of engineering and product development experience Collaborative approach tailored to your unique needs and goals Reliable results that meet or exceed your expectations So why settle for an ordinary partner when you can have a remarkable one? At COLETEK, we're dedicated to building long-term relationships with businesses in Neerim East, Victoria, Australia. Let's build something remarkable together.