AI & Machine Learning Services for Tylden 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 Tylden 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 Tylden 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 Tylden 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 leading multidisciplinary Australian engineering and product development company based in 2001, COLETEK is proud to serve businesses across Tylden, Victoria, Australia. Our team of experts has years of experience delivering innovative, reliable, and collaborative solutions that tackle the challenges facing industries in this region.

From our humble beginnings as a small start-up to our current status as a trusted national reputation, COLETEK has consistently demonstrated its capability to handle complex projects, leveraging its broad expertise in engineering and product development. With a strong presence throughout Australia, including Tylden, Victoria, Australia, we've developed long-term relationships with clients who value our commitment to quality and dedication to ensuring their success.

Our multidisciplinary approach sets us apart from other engineering companies. We bring together experts from various fields to create holistic solutions that address the unique needs of our clients in Tylden, Victoria, Australia. Our team includes experienced engineers, scientists, designers, and project managers who work closely with clients to understand their requirements and develop tailored solutions.

We take pride in our ability to operate efficiently across industries, geographies, and projects, providing consistent results that exceed client expectations. COLETEK is committed to being a trusted partner for businesses in Tylden, Victoria, Australia, offering comprehensive support throughout the project lifecycle – from concept design to production and implementation.

By entrusting your project to COLETEK, you can expect collaborative, reliable, and effective outcomes that help you achieve your goals. Our reputation as a leading Australian engineering and product development company is built on our unwavering commitment to innovation, quality, and customer satisfaction. Join the ranks of satisfied clients who've benefited from our expertise