AI & Machine Learning Services for Lake Marmal 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 Lake Marmal 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 Lake Marmal 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 Lake Marmal 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.

Located in the heart of Lake Marmal, Victoria, Australia, Coletek is a multidisciplinary Australian engineering and product development company established in 2001. Throughout our history, we've built a reputation for delivering innovative solutions that drive meaningful change. As a trusted partner to businesses across Lake Marmal, Victoria, Australia, we're uniquely positioned to help you overcome the unique challenges facing your industry.

When you work with Coletek, you can expect reliability, collaboration, and capability from our skilled engineers and product development experts. Our team is committed to understanding your specific needs and goals, then designing and developing tailored solutions that meet your objectives. Whether you're looking to optimize processes, improve efficiency, or bring new products to market, we've got the expertise and know-how to help you achieve success.

Based in Lake Marmal, Victoria, Australia, Coletek operates throughout the region, providing support to local businesses, as well as those operating nationally. Our proximity to your operations allows us to respond quickly and effectively to changing circumstances, ensuring that your projects stay on track and exceed their potential.

We're proud of our heritage and commitment to engineering excellence, but we're most excited about the future – and the opportunities it holds for Lake Marmal, Victoria, Australia businesses. That's why we're dedicated to staying at the forefront of innovation, investing in training and professional development for our team, and continually refining our processes to ensure optimal results.

At Coletek, we believe that local knowledge is just as important as global capabilities. As a Lake Marmal, Victoria, Australia-based company, we have intimate understanding of the unique challenges and opportunities facing businesses in this region. We've developed deep relationships with local stakeholders and have a keen eye for spotting emerging trends and opportunities.