AI & Machine Learning Services for Kennington 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 Kennington 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 Kennington 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 Kennington 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 national player in the engineering and product development space, COletek has been based in Kennington, Victoria, Australia since 2001. With our multidisciplinary team comprising experts from various fields, we've developed a reputation for delivering dependable solutions that empower businesses to innovate and thrive.

From humble beginnings to establishing ourselves as industry leaders, our experience has granted us the privilege of serving companies across Kennington, Victoria, Australia. Our commitment to collaboration, paired with a passion for engineering prowess, sets us apart from our peers. By leveraging our collective expertise, we empower businesses to push boundaries and transform their operations.

By operating throughout Kennington, Victoria, Australia, we've developed an intimate understanding of the region's unique challenges and opportunities. This familiarity allows us to develop solutions tailored to your specific needs – whether you're seeking assistance with product development, systems integration, or process optimisation. At COletek, we pride ourselves on our capability to listen, understand, and deliver high-reliability outcomes that exceed expectations.

By partnering with local businesses in Kennington, Victoria, Australia, we've witnessed firsthand the impact of innovative engineering solutions. Our mission is to empower your business to achieve remarkable results by combining our industry expertise with a deep understanding of your specific needs. By doing so, we'll co-create a lasting legacy that benefits not only your organisation but also the broader community.

As you explore options for engineering and product development in Kennington, Victoria, Australia, look no further than COletek. We stand proud as a trusted national player, committed to delivering exceptional results tailored to the unique needs of businesses across Kennington, Victoria, Australia. Let's unite our expertise with your ambitions – the result will be something truly remarkable.