AI & Machine Learning Services for Neerim North 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 North 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 Neerim North 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 North 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 thriving business hub in Gippsland, Neerim North in Victoria, Australia is an exciting place to be, and COLETEK is proud to have been serving businesses across this region since 2001. Our multidisciplinary Australian engineering and product development company has earned a reputation for delivering innovative solutions that meet the unique needs of local industries. Over the years, we've had the privilege of working with a diverse range of businesses in Neerim North, Victoria, Australia, supporting their growth and helping them overcome complex technical challenges. Our team of experienced engineers and developers is committed to collaborating closely with clients to understand their requirements and deliver tailored solutions that exceed expectations. Whether you're looking to improve operational efficiency, develop new products or services, or drive digital transformation in your business, COLETEK has the capability and expertise to help. With a national reputation for delivering reliable and effective solutions, our team is well-placed to support businesses of all sizes and industries throughout Neerim North, Victoria, Australia. At COLETEK, we're passionate about building strong relationships with our clients, understanding their needs, and developing innovative solutions that meet their unique challenges. We believe that collaboration is key to delivering exceptional outcomes, which is why we take the time to get to know each client's business, identifying opportunities for growth and improvement. As a trusted engineering and product development company based in Neerim North, Victoria, Australia, COLETEK is committed to supporting businesses throughout the region. We understand that local businesses face unique challenges and have developed a deep appreciation for the communities we serve. If you're looking for a partner who can help you navigate the complexities of engineering and product development, look no further than COLETEK. Our team is dedicated to helping businesses in Neerim North, Victoria, Australia thrive by delivering innovative, reliable, and effective solutions that meet their unique needs.