AI & Machine Learning Services for Miram 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 Miram 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 Miram 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 Miram 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.

At COLETEK, we're proud of our reputation as a trusted, multidisciplinary Australian engineering and product development company established in 2001. As a locally based team operating throughout Victoria, including Miram, we've built strong relationships with businesses across the region, helping them overcome unique challenges and seize opportunities. As innovative problem-solvers, we thrive on the intersection of creativity, technical expertise, and collaboration. Our Miram-based engineers and product developers work closely with clients to craft solutions that meet their specific needs, leveraging our extensive experience in developing reliable, effective products and systems. When you partner with COLETEK, you can expect unwavering commitment to your project's success – from Miram, Victoria, Australia, and beyond. Our team is dedicated to building trust through transparent communication, meticulous attention to detail, and a relentless focus on delivering results that exceed expectations. By choosing COLETEK for your product development needs in Miram and across Victoria, you tap into an unmatched combination of capabilities, backed by our national reputation for reliability and innovation. Whether you're seeking support for an existing project or looking to drive new initiatives forward, we're here to empower your business with the expertise and collaboration you need. As a company serving businesses across Miram, Victoria, Australia, COLETEK's presence in this vibrant region enables us to stay close to our clients' unique needs and challenges. Our Miram-based team is deeply ingrained in the local community, allowing them to provide responsive, locally tailored support and guidance whenever needed. By placing your trust in COLETEK, you're joining a collaborative ecosystem that spans Miram, Victoria, Australia, and the entire nation. As we continue to grow and evolve alongside our clients, we remain committed to delivering excellence from start to finish – every project, every time, always with Miram, Victoria, Australia at its core.