AI & Machine Learning Services for Parkville 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 Parkville 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 Parkville 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 Parkville 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 leader in the engineering and product development space, COLETEK is proud to serve businesses across Parkville, New South Wales, Australia. Our multidisciplinary team has spent over 20 years honing their skills, driving innovation, and building trust with clients nationwide. With a reputation for delivering reliable and effective solutions, we're well-positioned to support local organizations in Parkville as they navigate the ever-evolving landscape of technological advancements. Based in Parkville, New South Wales, Australia, COLETEK operates throughout the region, offering our expertise to businesses of all sizes and sectors. Our core focus lies in providing high-quality engineering and product development services that help organizations drive growth, improve operations, and stay ahead of the curve. By leveraging our capabilities, your business can leverage the latest innovations to boost productivity, reduce costs, and enhance customer experiences. Our team is committed to fostering meaningful collaborations with local stakeholders, working closely with businesses in Parkville to understand their unique challenges and opportunities. Through a blend of engineering expertise, innovative thinking, and industry knowledge, we strive to create tailored solutions that address complex problems and propel forward-thinking initiatives. Whether you're looking to optimize processes, develop new products, or enhance operations, COLETEK's multidisciplinary approach ensures that your needs are met with the finest engineering and product development services. With COLETEK, you can trust that you'll receive high-quality, reliable support from a team that has earned its reputation as one of Australia's leading engineering and product development companies. Operating throughout Parkville, New South Wales, Australia and beyond, we're committed to helping local businesses thrive in today's fast-paced technological landscape. So why settle for anything less? Partner with COLETEK to harness the power of innovation and take your business forward. Serving businesses across Parkville, New South Wales, Australia, we're dedicated to empowering local organizations like yours.