AI & Machine Learning Services for Laharum 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 Laharum 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 Laharum 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 Laharum 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 Laharum, Victoria, Australia for over two decades. Founded in 2001 as a multidisciplinary Australian engineering and product development company, we've steadily built a reputation for delivering innovative, reliable, and tailored solutions to meet the unique challenges of local industries.

Today, our team based in Laharum, Victoria, Australia remains committed to collaboration and trust, fostering long-term relationships with clients across various sectors. Operating throughout Australian territories, we're equipped to cater to the distinct needs of businesses like yours, offering a comprehensive range of services designed to streamline operations, boost productivity, and drive growth.

At Coletek, we believe that exceptional engineering solutions should empower local businesses to thrive, rather than simply addressing pressing issues. Our experts work closely with clients to identify opportunities for innovation, optimize processes, and develop tailored products that meet the evolving demands of Laharum's dynamic business landscape.

As a trusted partner in Australian product development and engineering, we've earned a national reputation for delivering results-driven solutions that transform industries. Our extensive experience spans from conceptualization to deployment, ensuring seamless project execution and unrivaled customer satisfaction.

We're proud to have played a pivotal role in shaping the narrative of Laharum's business community by providing innovative, locally tailored engineering solutions. Whether you require cutting-edge product development or expert consulting services, look no further than Coletek for trusted collaboration and exceptional results.