Rewaa Mital

Computer Science Student Results-oriented Computer Science major with data science as specialisation, currently attending Symbiosis Institute of Technology in 4rd year with a 8.4 CGPA. Aiming to leverage a good hand in coding and a desire to learn more, Seeking to fill the role in the field of Data Science and Machine Learning. Frequently praised as hard-working and eloquent by peers, consistently reliable in helping the company achieve its goals and foster growth.

Disaster Tweets Classification

• Developed a machine learning model with the capacity to differentiate between tweets that pertain to genuine disasters and those that do not. Used Convolutional Neural Networks with BERT embeddings & RMSprop Optimizer to create the predictive model

American Sign Language To Text Converter

• The objective of this project was to develop an innovative and efficient system for real-time conversion of American Sign Language (ASL) gestures into text as well as to provide a platform for users to learn basic gestures in ASL.The goal was to bridge the communication gap between ASL users and individuals who do not understand ASL, enabling seamless communication in various settings

Mental Health Tracker model(ZENSPACE)

• Building a ML model to help predict whether individuals need professional help for mental wellbeing by a simple questionnaire, recommend recreational activities and suggest professionals available near them

POWER BI DASHBOARD FOR CATARACT DETECTION IN PATIENTS

• Made a Power Bi Dashboard for analysing the presence of cataract in men/women and gained interesting insights from the analysis about what type of cataract men/women are more prone to based on symptoms and other results.

JAVA AND SQL PROJECT- Sports Turf Booking System

• This project was made to create a turf booking system for easy and transparent booking of slots. It has various admin and user features as well as Data Base Connectivity. I worked on the java coding in the project and helped in the Data Base Connectivity using MySQL

• Bagane, P. ., Thawani, M. ., Singh, P. ., Ahmad, R. ., & Mital, R. . (2023). Zenspace: A Machine Learning Model for Mental Health Tracker Application. International Journal of Intelligent Systems and Applications in Engineering , 11 (3), 1153–1161.
• Sharma, K., Parashar, D., Mengshetti, O., Ahmad, R., Mital, R., Singh, P., Thawani, M. (2023). Apache Spark for analysis of electronic health records: A case study of diabetes management. Revue d'Intelligence Artificielle, Vol. 37, No. 6, pp. 1521-1526. https://doi.org/10.18280/ria.370616
• Bagane, P. , Thawani, M. , Singh, P. , Ahmad, R. , Mital, R. and Jebessa, O.A. 2024. Breaking the Silence: An innovative ASL to Text Conversion System Leveraging Computer Vision & Machine Learning for Enhanced Communication. International Journal of Intelligent Systems and Applications in Engineering. 12, 14s (Feb. 2024), 246–255.