AI & Machine Learning Services for Mount Alfred 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 Mount Alfred 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 Mount Alfred 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 Mount Alfred 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 reputable and forward-thinking multidisciplinary engineering and product development company established in 2001, COLETEK has earned a trusted national reputation for delivering innovative solutions that drive success. Born from a deep understanding of the importance of reliable technology and collaborative problem-solving, we've consistently demonstrated our ability to transform the way businesses operate. Mount Alfred, Victoria, Australia is an exceptional region with a strong entrepreneurial spirit and a plethora of exciting opportunities waiting to be seized. COLETEK takes pride in serving businesses across this picturesque area, harnessing our collective expertise to help them overcome challenges and thrive amidst increasingly complex environments. Our extensive experience spans various domains, allowing us to bring fresh perspectives to the table. At COLETEK, we believe that trust, reliability, and a commitment to innovation are essential for fostering lasting partnerships. Throughout our two decades of operation, we've had the privilege of collaborated with businesses in Mount Alfred, Victoria, Australia and nationwide, empowering them to achieve their goals and stay ahead in their respective fields. Our multidisciplinary team offers unparalleled expertise in engineering, product development, and problem-solving, affording clients unwavering confidence that their project will unfold successfully. As a vital part of the ecosystem that drives growth in Mount Alfred, Victoria, Australia, we're dedicated to providing tailored support that addresses the unique needs of local businesses. This includes serving as a trusted advisor, offering guidance on the most effective path forward, and working closely with clients to ensure seamless project execution. Our team is committed to being an integral part of the community's continued prosperity. By partnering with COLETEK, you can rest assured that your venture will receive unparalleled attention and care from industry veterans who genuinely understand the intricacies of business operations in Mount Alfred, Victoria, Australia. Let us demonstrate our commitment to fostering lasting relationships by putting your interests at the forefront of everything we do.