Sushil Dhakal Email & Phone Number

Kathmandu, Bāgmatī, Nepal

Kathmandu, Bāgmatī, Nepal

Chandigarh, Chandigarh, India

• Contributed to the development of HirelakeAI, an automated hiring tool designed to streamline the candidate selection process, reducing time, effort, and costs involved.
• Developed an algorithm for resume parsing, improving parsing accuracy from 60% to approximately 80% by effectively categorizing different sections of a resume based on topics and their positions on the page.
• Trained a Named Entity Recognition (NER) model using categorized text sections, enabling the extraction of key entities such as candidate names, education details, and work experience with enhanced precision and.
• Conducted research on leveraging AI to assess candidate personalities, utilizing language analysis and sentiment techniques to analyze interview responses and determine personality traits.
• Explored techniques and methodologies for Automatic Essay Scoring (AES) to evaluate candidate interviews, conducting extensive research on machine learning models and statistical approaches to assess the quality.
• Developed an automated interviewing system using OpenAI Whisper for speech-to-text conversion, validating candidate answers and assigning scores through embedding techniques and similarity comparison with ground truth.