Sonal Agrawal Email & Phone Number

Bangalore Urban, Karnataka, India

Bangalore Urban, Karnataka, India

Bangalore

- Designed and built proprietary NLP models that analyze structured and unstructured data, determine sentiments, and classify it into categories. Also, help users to dice and slice data into multiple dimension as per their requirement. All models are built with a minimum of 90% precision to provide highly accurate data to clients. Which helped a 75% reduction in resources required for manually checking NLP quality. - Developed PHI identification for HIPPA compliance data to protect patient privacy with 99+% precision.

Bangalore

- Data Analytics for Enterprise and Social Data.- Mine data using Natural Language Processing, Semantic Search Algorithms, advanced data mining, and pattern recognition across a range of social media platforms.- Working on Text Mining, Machine Learning Algorithms to different kinds of data classifications.

Bangalore

- Development & integration of different Social networking platforms into the product "webfluenz", a social media monitoring system.- Fetching keyword-based data from various social networks using Twitter firehose, Rest APIs, and Social Media aggregation API.- Storing data into Amazon RDS.- Managing Amazon EC2 instances.- Optimizing Code, Balancing load and resources among all EC2 instances.

Bangalore

- Had responsibility for business requirement gathering and development of functional requirement specifications.- Mentored a team responsible for Producing Documents for courts and opposing counsels as per the requirements of the legal firms for litigation using Concordance and Summation databases and java.- Coordinated with other teams for document processing, training of the team members, and providing a workaround when necessary.- Automated multiple manual tasks to increase accuracy, reduce time and manual efforts.- Provided Technical support to Business Analysts in generating reports and was an active member in the improvement of processes involving document storage, processing, and production to courts as per SEC(Securities Exchange Commission) /DOJ(Department of Justice) requirements.

Master Of Engineering (Meng), Data Mining

Bachelor Of Engineering (B.E.), Computer Science