AI & Machine Learning Services for Whitlands 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 Whitlands 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 Whitlands 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 Whitlands 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.

Are you a business owner in Whitlands, Victoria, Australia looking for a reliable partner to help drive innovation and growth? Look no further than COLETEK. With over two decades of experience as a multidisciplinary Australian engineering and product development company, established in 2001, we've earned a reputation as a trusted national leader in our field. Located in Whitlands, Victoria, Australia and operating throughout the country, our team of experts is dedicated to supporting businesses like yours, no matter what industry or sector you operate within. We take pride in our ability to collaborate with clients from various regions, including Whitlands, Victoria, Australia, and provide tailored solutions that meet their unique needs. At COLETEK, we understand the importance of reliability, collaboration, and capability when it comes to engineering and product development. That's why we're committed to delivering exceptional results, consistently meeting or exceeding client expectations across all our projects. Our long history of success has earned us a strong reputation within the industry and among our clients. As a business owner in Whitlands, Victoria, Australia, you demand only the best for your organization. You've built a reputation on trust, quality, and performance. We share those same values at COLETEK. That's why we're dedicated to supporting local businesses like yours, providing innovative solutions that drive growth, improve efficiency, and enhance competitiveness. If you're looking for a trusted partner to help take your business to the next level, look no further than COLETEK. With our wealth of experience, cutting-edge capabilities, and deep understanding of the needs of businesses in Whitlands, Victoria, Australia and across the country, we're confident that together, we can achieve remarkable things.