AI & Machine Learning Services for Serpentine 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 Serpentine 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 Serpentine 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 Serpentine 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 the beating heart of Melbourne's western suburbs, Serpentine, Victoria, Australia is a hotspot of innovation and growth. The region's diverse businesses, from manufacturing to logistics, are driving industry and community forward. At COLETEK, we're proud to be part of this momentum, serving businesses across Serpentine, Victoria, Australia with our multidisciplinary engineering and product development expertise. Established in 2001, COLETEK is a nationally recognized leader in innovative problem-solving. Our team of experts has a proven track record of delivering reliable solutions that transform industries and improve lives. Based in Serpentine, Victoria, Australia, we operate throughout Australia, providing tailored support to businesses big and small. COLETEK's strength lies in our ability to bring together diverse skills and perspectives to tackle complex challenges. Our collaborators are our greatest asset, and we take pride in building long-term relationships with our clients. From concept design to prototype development and testing, we're committed to delivering reliable solutions that meet the unique needs of each project. Our experience spans a wide range of sectors, including manufacturing, healthcare, transportation, and more. COLETEK's capability is matched only by our commitment to excellence and passion for innovation. Whether you're based in Serpentine, Victoria, Australia or elsewhere across Australia, we're well-positioned to support your business goals. By partnering with COLETEK, businesses in Serpentine, Victoria, Australia can rest assured that they're working with trusted experts who understand the local market, industry trends, and regulatory requirements. We pride ourselves on being locally focused, yet nationally connected – combining global best practices with Australian ingenuity. Don't miss out on this opportunity to elevate your business performance. Let's build something remarkable together.