[{"content":"Traditional recommendation systems often fail to capture the nuanced patterns in user behavior...","date":"2024-03-15","excerpt":"How we moved beyond traditional collaborative filtering to develop a convolution-inspired recommendation engine that actually works.","id":1,"tags":["Machine Learning","Recommendation Systems","Data Science"],"title":"Revolutionizing Recommendation Systems: A Matrix-Based Approach"},{"content":"Speaker diarization is the process of partitioning an audio stream into homogeneous segments...","date":"2024-02-20","excerpt":"Exploring novel clustering approaches in speaker diarization and their real-world applications.","id":2,"tags":["NLP","Audio Processing","Research"],"title":"Speaker Diarization: The Art of Voice Separation"},{"content":"Building production-ready AI solutions requires more than just good algorithms...","date":"2024-01-10","excerpt":"Real-world insights from deploying machine learning models using AWS Glue, Lambda, and RDS.","id":3,"tags":["AWS","Cloud Computing","MLOps"],"title":"AWS in Production: Lessons from Building Scalable AI Solutions"}]