AI & Machine Learning Services for Melrose Park 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 Melrose Park 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 Melrose Park 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 Melrose Park 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 locally rooted yet nationally recognized multidisciplinary engineering and product development company, COLETEK is proud to serve businesses across Melrose Park, New South Wales, Australia. With over 20 years of industry expertise, we've built a reputation for delivering reliability, collaboration, and capability to countless organizations throughout the country. Our team at COLETEK is committed to providing cutting-edge solutions that empower local businesses in Melrose Park, New South Wales, Australia. We understand the specific challenges and opportunities unique to this region, and we're dedicated to helping our clients navigate these complexities. From manufacturing to healthcare, and everything in between, our experts have the knowledge and experience required to tailor engineered products and services to meet the distinct needs of startups, SMEs, and enterprise-level businesses alike. With a strong presence throughout Australia, COLETEK is well-equipped to support local businesses in Melrose Park, New South Wales, Australia. Our multidisciplinary team comprises skilled engineers, innovators, and product developers who are passionate about solving real-world problems. We're committed to understanding your business goals, identifying potential roadblocks, and delivering pragmatic solutions that drive growth and profitability. At COLETEK, we believe in the power of collaboration and trust. That's why we prioritize building long-term relationships with our clients based in Melrose Park, New South Wales, Australia. By working together, sharing insights, and leveraging each other's strengths, we can create remarkable engineering solutions that exceed expectations. Our reputation is built on delivering results, fostering open communication, and providing unparalleled support to businesses across the country. So why partner with COLETEK for your business in Melrose Park, New South Wales, Australia? With our extensive expertise, innovative approach, and nationally recognized credentials, we offer a unique combination of skills that can help propel your organization forward. By tapping into our collective expertise and leveraging our trusted reputation, you'll gain access to cutting-edge solutions and the expertise necessary to overcome any engineering challenge.