AI & Machine Learning Services for Longford 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 Longford 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 Longford 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 Longford 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 business leader or entrepreneur operating in Longford, Victoria, Australia, you understand the importance of having a reliable partner to help drive your project's success. COLETEK is that trusted partner, having earned its reputation as a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience in solving real-world challenges for businesses across various industries, our team has developed a unique capability to understand the needs of local entities like yours. Our expertise extends far beyond the technical realm, incorporating collaborative problem-solving and innovation-driven mindset. By partnering with COLETEK, you can tap into our collective knowledge and skillset to bring your products and services to life. As a locally based engineering and product development company in Longford, Victoria, Australia, we're committed to serving businesses across this unique region. Our commitment is reflected in the quality of work we deliver, ensuring that every project yields tangible results that drive growth, efficiency, and cost savings for our clients. Whether you're operating in the bustling city center or the surrounding rural areas, COLETEK is here to support your needs. We take pride in our long-standing track record of delivering reliable solutions that meet the ever-evolving demands of businesses in Longford, Victoria, Australia. Our capabilities span a broad range of industries and sectors, allowing us to adapt to new challenges and opportunities as they arise. By working with COLETEK, you can rest assured that your project is in good hands – our team will take the time to understand your specific needs and craft solutions that meet those requirements. So why choose COLETEK for your engineering and product development needs in Longford, Victoria, Australia? The answer lies in the value we bring through our unique blend of technical expertise, collaborative approach, and commitment to delivering outstanding results. When you partner with us, you can trust that you're working with a trusted local entity that understands the intricacies of doing business in this region. If you're ready to take your project to the next level, let's start building something remarkable together.