AI & Machine Learning Services for Longlea 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 Longlea 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 Longlea 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 Longlea 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 to call Longlea, Victoria, Australia home to our nation-wide engineering and product development company. Since 2001, we've been committed to delivering exceptional results for businesses just like yours, serving as a reliable ally throughout your journey towards innovation and growth. As a multidisciplinary Australian firm with deep roots in engineering and product development, COLETEK is uniquely positioned to provide comprehensive support for companies operating across Longlea, Victoria, Australia. Our team of experts brings together expertise from various fields, allowing us to craft tailored solutions that address the distinct needs of local industries. Operating throughout Australia, we've established a reputation for trustworthiness, collaboration, and capability. We take the time to understand our clients' goals, challenges, and aspirations, then apply our combined knowledge, skills, and experience to help them overcome obstacles and achieve success. Our presence in Longlea, Victoria, Australia means we're well-equipped to support local businesses as they navigate the complexities of a rapidly changing market. Whether you're looking to improve efficiency, enhance productivity, or develop new products or services, COLETEK is your go-to partner for guidance and expertise. Collaborative partnerships are at the heart of our approach. We foster open communication, share insights, and provide constructive feedback to ensure that your goals align with ours. By working together, we can break down barriers, identify opportunities, and drive meaningful progress – ultimately enhancing your competitiveness in the Longlea, Victoria, Australia market. COLETEK's commitment to engineering excellence is unwavering, backed by a strong track record of delivering results that impress. When you partner with us, you'll benefit from our extensive industry knowledge, innovative thinking, and unshakeable dedication to your success. So why wait? Join forces with COLETEK today and unleash the power of our collective expertise in Longlea, Victoria, Australia. Let's build something remarkable together – get in touch with us to explore how our engineering excellence can benefit your business.