AI & Machine Learning Services for Bacchus Marsh 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 Bacchus Marsh 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 Bacchus Marsh 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 Bacchus Marsh 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 key player in the Australian engineering and product development landscape, COLETEK has been serving businesses across Bacchus Marsh, Victoria, Australia for over two decades. Our company's story began in 2001, when our founders recognized the need for a multidisciplinary firm that could bring together expert engineers, innovators, and problem-solvers to tackle complex challenges. Today, we're proud to operate throughout Bacchus Marsh, Victoria, Australia, leveraging our extensive experience and capabilities to support local businesses across various industries. Our team is dedicated to delivering reliable and collaborative solutions that drive growth, efficiency, and competitiveness for our partners. With a national reputation built on trust, innovation, and results-driven engineering expertise, COLETEK stands out as a valuable partner for companies seeking to overcome technical hurdles or capitalize on new opportunities. By supporting businesses in Bacchus Marsh, Victoria, Australia, and beyond, we're committed to contributing to the prosperity of our region and the nation. COletek's diversified team consists of skilled engineers and developers with expertise across multiple domains, including mechanical, electrical, and software engineering. Our capabilities span design, prototyping, testing, manufacturing, and beyond – allowing us to address the most complex, interdisciplinary challenges facing our clients in Bacchus Marsh, Victoria, Australia. Throughout our history, we've developed a unique ability to collaborate with businesses of all sizes, from startups to established players, across various sectors. This flexibility has enabled us to build strong relationships with companies based in Bacchus Marsh, Victoria, Australia and throughout Australia, helping them navigate the increasingly complex landscape of product development, engineering, and innovation. At COLETEK, we're passionate about empowering businesses like yours to succeed through trusted partnerships, innovative thinking, and technical excellence. If you're looking for a reliable and capable partner to help build your future in Bacchus Marsh, Victoria, Australia, or anywhere else in the country, we invite you to explore how our multidisciplinary expertise can benefit your organization.