Sristi Roy_1227

I'm a Computer Science and Engineering graduate who has built multilingual sentiment analysis and ethical AI evaluation projects using Python, transformer models, and large-scale datasets.

During my research internship at SWAN Lab, IIT Kharagpur, I conducted bias and fairness analysis on large-scale social network datasets. I processed structured and unstructured data with Pandas and NumPy, evaluated AI models with performance and fairness metrics, and contributed to Ethical AI research.

For a multilingual sentiment analysis project, I processed over 80,000 text samples and fine-tuned BERT and DistilBERT with Hugging Face Transformers. My models achieved over 85% accuracy, and I prepared comparative performance reports using accuracy, precision, recall, and F1-score.

I'm passionate about scalable software solutions, complex algorithmic problems, and responsible AI. My research paper on classical machine learning and transformer models for multilingual sentiment data has been accepted at ICICC 2026.