Ria Kokate

Developed 'Mood Meter', a chat-based tool for tracking and analyzing employee emotions.

Applied Natural Language

Processing (NLP) to interpret employee feedback, identifying key sentiment trends. Integrated insights into interactive dashboards, enabling HR teams to make informed decisions about employee well-being.

Machine Learning Intern at Evolution Co (2022-05 – 2022-12)

• Developed 'Mood Meter', a chat-based tool for tracking and analyzing employee emotions.
• Applied Natural Language Processing (NLP) to interpret employee feedback, identifying key sentiment trends.
• Integrated insights into interactive dashboards, enabling HR teams to make informed decisions about employee well-being.

Data Science Intern at TechQ Konnect (2022-01 – 2022-03)

• Developed an ML model to suggest suitable crops for farmers based on soil, weather, and market data, starting with a baseline accuracy of ~70%.
• Optimized the model using Random Forest, regression techniques, and feature engineering, improving accuracy to ~95–99%.

Masters in Data Science – Rutgers, The State University of New Jersey, USA (2026-08)

Bachelor of Engineering in Information Technology – University of Mumbai, India (2020-08 – 2024-05)