Anshul Dayal

AI & Robotics Intern

IIIT Allahabad•  June 2024 - July 2024•  Allahabad, India

Developed regression and classification models for robotics datasets, achieving up to 90% prediction accuracy on validation sets. Performed end-to-end data preprocessing: cleaning, feature engineering, and normalization to improve model stability. Implemented model evaluation pipelines (cross-validation, confusion matrices, RMSE) and presented results to the research team.

Machine Learning Intern

Internshala Trainings•  August 2023 - September 2023

Built supervised ML models (Logistic Regression, Decision Trees) and applied model selection techniques to choose best-performing models (85%+ accuracy on selected tasks). Designed and deployed a university enquiry chatbot using Python and basic NLP logic, achieving 97% accurate automated responses for FAQs. Streamlined data preprocessing workflows and improved data-cleaning efficiency by 20% through reusable scripts and standardized pipelines.