• Developed an automated chatbot for interviews and answer assessment, leveraging NLP techniques and transformers.
• Utilized language models like BERT and Universal Sentence Encoder for advanced text processing, classification, and automatic response evaluation.
• Implemented various similarity approaches and machine learning algorithms to enhance the chatbot's understanding and matching capabilities, improving its response evaluation module.

• Designed syllabus for 'Advance webBuildr' course, showcasing educational content development skills.
• Created informative booklets for effective learning and assisted in teaching web development to school students.
• Contributed significantly to STEM engagement in the crEAST initiative, emphasizing clear communication of complex technical concepts.

• As a Research Assistant, employed advanced data extraction and Natural Language Processing (NLP) techniques for the analysis of cancer and radiology reports.
• Utilized Python libraries to implement text operations, including stemming, lemmatization, tf-idf, n-gram, and bag of words, on the corpus.

• Demonstrated expertise in web and mobile application development, contributing to streamlined management of student chapters.
• Collaborated on implementing event administration features, ensuring seamless functionality, and enhancing the overall user experience.
• Created dynamic and responsive mobile and web application.