AI & Machine Learning Services for Jingera 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 Jingera 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 Jingera 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 Jingera 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for delivering reliable, innovative solutions that meet the unique needs of businesses in Jingera, New South Wales, Australia. Our team is committed to fostering strong relationships with local companies, working together to overcome challenges and achieve success. With roots firmly planted in Jingera, New South Wales, Australia, COLETEK serves as a trusted partner for area businesses seeking expert guidance on engineering and product development projects. As your go-to collaborative ally, we draw upon our extensive experience and collective knowledge to develop tailored solutions that drive growth and profitability.

By combining the latest technological advancements with a deep understanding of local needs and market trends, COLETEK is uniquely qualified to support Jingera businesses across various industries. Whether you're looking to improve operational efficiency, enhance product quality, or expand your offerings, our multidisciplinary team stands ready to share their expertise.

At COLETEK, we don't just provide services - we partner with clients to build long-term relationships and drive lasting results. Our commitment to collaboration means we take the time to listen, learn, and adapt to each client's distinct needs and goals. As a recognized leader in engineering and product development across Australia, COLTECK has established itself as a reliable resource for Jingera businesses seeking innovative solutions that drive success. Whether you're based in Jingera, New South Wales, Australia or operating nationwide, our team is dedicated to delivering exceptional support and results-oriented services that exceed your expectations. COLETEK's history of successfully partnering with local business leaders in Jingera, New South Wales, Australia has given us a keen understanding of the unique challenges and opportunities facing this region. By drawing upon this expertise and applying our collective skills and knowledge, we're well-equipped to help you overcome the obstacles that stand between your organization and its full potential.