AI & Machine Learning Services for Melville Forest 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 Melville Forest 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 Melville Forest 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 Melville Forest 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 Melville Forest, Victoria, Australia, COLETEK has been a trusted partner for businesses across the region since 2001. As a multidisciplinary Australian engineering and product development company, we understand the unique challenges and opportunities that come with operating in this vibrant area.

With our national reputation for reliability, collaboration, and capability, we've established ourselves as a go-to partner for organizations looking to innovate, improve efficiency, or expand their product offerings. By combining our technical expertise with local knowledge of Melville Forest's industries and community, we deliver tailored solutions that meet the specific needs of businesses in our region.

From concept development to production-ready products, COLETEK's experienced team is dedicated to helping companies based in Melville Forest, Victoria, Australia thrive. Whether you're looking to streamline operations, develop new revenue streams, or stay ahead of the competition, we have the skills and expertise to support your efforts.

By partnering with us, businesses in Melville Forest, Victoria, Australia can tap into our collective knowledge and resources, enabling them to focus on what they do best – running their operations – while we handle the product development and engineering aspects. Together, we can create innovative products that drive growth, improve lives, and contribute to the regional economy.

At COLETEK, we're committed to delivering exceptional results for businesses across Melville Forest, Victoria, Australia. We understand the importance of building trust with our clients, and we take pride in being a trusted partner for companies looking to establish themselves as leaders in their respective industries.