AI & Machine Learning Services for Tyers 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 Tyers 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 Tyers 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 Tyers 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 owner or technical decision-maker in Tyers, Victoria, Australia, you understand the importance of staying ahead of the curve in an ever-evolving market. At COLETEK, we're dedicated to helping organizations like yours thrive through our multidisciplinary approach to engineering and product development. Established in 2001, our national reputation is built on a foundation of trust, reliability, and innovation. We've earned the trust of clients across Australia, from Tyers, Victoria, Australia to metropolitan centers, by delivering tailored solutions that meet their unique needs. Our team of experts understands the importance of collaboration and works closely with your organization to identify opportunities for growth. What sets us apart is our commitment to engineering and product development. We don't just design software or IT systems; we develop comprehensive solutions that integrate technical expertise with business acumen. This holistic approach enables us to address complex challenges, drive innovation, and support businesses in Tyers, Victoria, Australia, and beyond. Whether you're looking to enhance operational efficiency, introduce new products or services, or improve customer experiences, our multidisciplinary team is equipped to provide guidance and support throughout the entire process. Based in Tyers, Victoria, Australia, we're well-positioned to serve local businesses and organizations in the surrounding areas, including Gippsland and the Latrobe Valley. At COLETEK, we pride ourselves on our capability to deliver exceptional results, built on a foundation of expertise, creativity, and collaboration. If you're looking for a trusted partner to help drive your business forward, look no further than COLTEK. We're committed to helping businesses in Tyers, Victoria, Australia, achieve their goals and realize their vision.