Nirnay Roy Email & Phone Number

Pune, Maharashtra, India

• Automatic Profile Segmentation: Developed and implemented an advanced NLP-based algorithm that successfully classified 250 million LinkedIn profiles by their seniority and job function department. Enabled targeted.
• Customer Success: Collaborated closely with the Customer Success team, providing valuable sales insights and recommendations to enterprise clients. Leveraged… Show more
• Customer Success: Collaborated closely with the Customer Success team, providing valuable sales insights and recommendations to enterprise clients. Leveraged data analytics to identify opportunities for growth.
• Data Engineering and MLOps: Played a key role in establishing robust ETL (Extract, Transform, Load)processes, ensuring efficient data pipeline management and data quality leveraging tools such as Airflow, Azure.

• Adverse Media Detection: Achieved a 95%+ accuracy rate in detecting fraudulent activities, enabling effective due diligence checks advanced NLP techniques such as sentiment analysis, named entity recognition.
• Knowledge Graphs: Leveraged a robust knowledge graph of people and organizations using Neo4j. to extract relationships with adverse entities, contributing to improved risk assessment and decision-making.

Varanasi Area, India

• Attention Mechanism: Outperformed the best model submission for a Named Entity Recognition task ofsocial media tweets dataset at WNUT-2017 to include an attention layer for better performance
• Language Modelling: Designed and trained a language model pre-trained on a larger corpus with Attentionfor Named Entity Recognition which improved the F1 score by 2.5%.