AI & Machine Learning Services for Neerim 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 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 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 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.

For over two decades, COletek has been a trusted partner for businesses across Neerim, Victoria, Australia and beyond. As a multidisciplinary Australian engineering and product development company established in 2001, our team of experts has garnered a reputation for reliability, collaboration, and capability.

Near and far, we've supported the growth of local enterprises through comprehensive solutions tailored to their unique needs. Our commitment to Neerim, Victoria, Australia is unwavering – from initial consultations to project execution, you can count on us to provide the expertise your business demands.

Operating throughout Neerim, Victoria, Australia, we've had the privilege of working hand-in-hand with local businesses to overcome industry challenges, enhance operations, and drive innovation. Through our work, we aim not only to solve immediate needs but also to help businesses in this vibrant community thrive long term.

In recognition of COletek's commitment to Neerim, Victoria, Australia, we've built lasting relationships with local stakeholders – fostering a deep understanding of the region's intricacies, its people, and its industries. This localized expertise enables us to deliver bespoke solutions that address specific pain points, empower growth, and create new opportunities for regional business leaders.

COletek's national reputation for engineering prowess, innovative problem-solving, and collaborative spirit has been earned through our unwavering dedication to delivering exceptional results to clients across Neerim, Victoria, Australia. By leveraging this expertise in combination with your local insight, our collective efforts can have a profound impact on the region's economic landscape.

In essence, we're not just saying – "We're here for you, Neerim, Victoria, Australia." We've demonstrated it through actions and results.

If you're a business leader or entrepreneur seeking to drive advancements in your industry or explore new opportunities, trust that COletek stands ready to join forces with you. Partnering together, we'll leverage our combined strengths to unlock innovation and propel growth across Neerim, Victoria, Australia – shaping the region's tomorrow, today.