Ria Singh

I’m an Artificial Intelligence and Data Science graduate pursuing M.Tech in Computer Science and Engineering at Dr. D.Y. Patil Unitech Society (DPGU), Pune, with hands-on experience across Artificial Intelligence, Machine Learning, Data Analytics, NLP, and Generative AI. I focus on turning data into reliable insights and intelligent applications.

Through academic projects, I’ve built systems like EmotionSense, a hybrid speech emotion recognition workflow combining MFCC features with Wav2Vec2 embeddings, and a Flask-based API for real-time emotion prediction. I also created Customer Retention Cohort Analysis with interactive Power BI dashboards and SQL-driven insight extraction, and developed Kat, an AI-powered virtual assistant using Python, NLP, and APIs.

In my AI Intern role at NITCON LTD, I worked on AI-based solutions involving data preprocessing, machine learning workflows, and model evaluation. I implemented Python-based data analysis pipelines and performed data cleaning, feature engineering, and model experimentation using Pandas, NumPy, and Scikit-learn, with a strong emphasis on improving prediction accuracy.