AI & Machine Learning Services for Whittingham 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 Whittingham 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 Whittingham 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 Whittingham 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 partner for businesses across Whittingham, New South Wales, Australia and beyond, COLETEK is an esteemed multidisciplinary Australian engineering and product development company established in 2001. Our reputation precedes us – built on a foundation of innovation, reliability, and collaboration. With decades of experience serving local enterprises and national brands alike, we've earned the trust of decision-makers seeking tailored solutions to drive their growth. When it comes to delivering results in Whittingham, New South Wales, Australia, you need a partner that understands your unique challenges and opportunities. COLETEK is committed to empowering local businesses like yours to thrive in this beautiful region, leveraging our expertise to overcome obstacles and capitalize on new chances. By investing in cutting-edge engineering and product development capabilities, we've created a robust foundation for tackling the most complex projects – from concept to delivery. Our collaborative approach is built upon the principles of transparency, open communication, and mutual respect. We take the time to comprehend your goals, objectives, and industry dynamics before crafting bespoke solutions that integrate seamlessly into your existing operations. This synergy yields remarkable results – streamlined processes, enhanced productivity, and competitive advantages. Throughout Whittingham, New South Wales, Australia and nationwide, COLETEK's presence is marked by a reputation for delivering dependable, high-quality outcomes that consistently exceed our clients' expectations. As you navigate the ever-evolving landscape of your industry in Whittingham, New South Wales, Australia, rest assured that COLETEK stands ready to support your pursuit of excellence. By entrusting us with your project or initiative, you can rely on a trusted partner to guide you through complex challenges, leveraging our collective expertise and national resources. Join forces with us – and discover the transformative power of engineering, product development, and collaborative innovation.