Karan Singh

Machine Learning Intern

Suvidha Foundation•  September 2024 - October 2024•  Remote

Preprocessed 300,000+ news articles, boosting data integrity by 30%, resulting in a 20% improvement in summarization accuracy across six transformer models (e.g., BERT, T5). Evaluated the performance of multiple summarization models using ROUGE metrics, analyzing outputs, resulting in an 18% increase in summarization accuracy over the baseline. Streamlined data workflows, cutting model training time by 30% and boosting project efficiency by 15%.

Data Science Intern

MyDailyWork•  July 2024 - August 2024•  Remote

Fine-tuned machine learning models for recommender systems, boosting user engagement by 20%. Implemented data cleaning and preprocessing strategies, improving data integrity by 25%, cutting processing time by 30%, and achieving 89% model accuracy. Automated data workflows, reducing manual intervention by 40% and improving project turnaround time by 15%.