AI & Machine Learning Services for Mount Hooghly 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 Mount Hooghly 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 Mount Hooghly 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 Mount Hooghly 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.

Coletek has been proudly serving businesses across Mount Hooghly, Victoria, Australia for over two decades. As a multidisciplinary Australian engineering and product development company established in 2001, we have earned a reputation as a trusted partner in the industry. Our extensive experience and commitment to innovation have enabled us to offer customized solutions that cater to the unique needs of businesses in this region.

We take pride in operating throughout Australia, including Mount Hooghly, Victoria, Australia, where we have built strong relationships with local businesses. By understanding the intricacies of regional markets and industries, we are better equipped to provide tailored support that addresses the distinct challenges faced by entrepreneurs and corporate leaders in this area.

Coletek is known for our reliability, collaboration, and capability. We believe in fostering long-term partnerships that drive growth and success. Our team of experts works closely with clients to identify opportunities, overcome obstacles, and create sustainable solutions that generate tangible outcomes.

As a reliable and trusted ally, we commit to delivering high-quality services that exceed expectations. Our extensive experience in engineering and product development has allowed us to develop expertise across multiple sectors, ensuring that our clients receive holistic support that addresses their unique needs.

We're proud to be based in Mount Hooghly, Victoria, Australia, and we're dedicated to serving the local business community with excellence. Whether you're an entrepreneur looking to scale your vision or a corporate leader seeking innovative solutions to drive growth, Coletek is here to support you every step of the way.