Archive for July 1st, 2025

AI / ML Data capture & ML consulting services to map out the way to a custom Designed a real-time fraud detection system handling 10,000+ transactions per minute with 99.2% accuracy and

AI / ML Real-Time Fraud Detection with Kafka and MLOps We designed and implemented a real-time fraud detection system capable of processing over 10,000 transactions per minute with 99.2% accuracy and less than 0.1% false positives, leveraging gradient boosting and deep learning models. Our solution included behavioral feature engineering, real-time inference via Apache Kafka, and […]

Banking & Finance Data capture & ML consulting services to map out the way to a custom Built a deep learning pipeline to classify diseases from medical images, achieving 96% accuracy in pneumonia, 94% in brain tumors, and 91% in skin cancer. Used ensemble models (ResNet-50, Dense Net-121, custom CNNs), ad- vanced preprocessing, and GRAD-CAM […]

Banking & Finance Data capture & ML consulting services to map out the way to a custom Developed a computer vision system for real-time passenger estimation in vehicles, achieving 92% accuracy using a YOLO-based model. Integrated diverse camera angles and lighting for robustness. Deployed with Docker and FastAPI, enhanced with data augmentation and transfer learning. […]