AI & Machine Learning Services for Bright 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 Bright 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 Bright 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 Bright 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 trusted and innovative engineering and product development company, COLETEK is proud to support businesses across Bright, Victoria, Australia in achieving their goals. With over 20 years of experience since our establishment in 2001, we've earned a reputation as a multidisciplinary Australian company that excels at delivering reliable solutions. Our team's expertise spans various industries and sectors, providing us with the unique ability to understand and address the diverse needs of organisations across Bright, Victoria, Australia. Based in Bright, Victoria, Australia, we're committed to building long-term relationships through collaboration and mutual respect. Our dedication to innovation and engineering excellence enables us to develop tailored solutions that meet the specific challenges faced by businesses in this thriving region. Whether you're a local entrepreneur or owner of a established company, we're here to ensure your business operates efficiently and effectively. COLETEK's multidisciplinary approach brings together experts from various fields, allowing us to tackle complex projects with ease. With our capabilities spanning engineering disciplines, we can confidently support businesses in Bright, Victoria, Australia throughout their product development or improvement journey. From conceptualisation to execution, our expertise lies in the ability to translate your vision into reality. In addition to our technical know-how, we're committed to fostering a culture of trust and transparency. By working closely with you, we understand the critical nature of timely and reliable outcomes. We're proud of our track record for delivering results that meet the highest standards, providing you with peace of mind as your business grows in Bright, Victoria, Australia. For businesses across Bright, Victoria, Australia seeking a trusted partner to address their unique challenges, COLETEK is here to collaborate, innovate, and drive success. Our commitment to building strong relationships, combined with our multidisciplinary engineering expertise, makes us an invaluable asset for any organisation looking to overcome the complexities of growth in this vibrant region.