Sonal Gupta

• Initiated development of chat engine utilizing JAVA SPRING BOOT MVC framework. Also, introduced GitHub Copilot way of working to the team.

• Created and executed the roadmap on pipeline automation, for the client's (Morgan Stanley) Trading and Transaction Reporting project across international regimes. Key activities: requirement analysis, prioritizing and progress tracking.

• Timely delivery and execution of deliverables by the application of suitable agile practices. Awarded the values award for exemplary coding practices.

• Coaching: Mentored less experienced developers on coding techniques, technical and functional requirements.

• Utilized advanced SQL queries and Python scripts to procure and analyze intricate trade data, and offered appropriate recommendations.

• Integration of software practices to data science

◦ Optimized the data extraction process by implementing a BERT extraction model to retrieve data from emails.

◦ Determined the kinds of trades using XGBoost Classifier with 99.9% classification accuracy.

◦ Developed automated query resolution algorithm within the feedback application using String Pattern Matching, NLP and Elasticsearch.

• Automated the OKR (objective, key, results) progress by integration with Power BI, GitHub and JIRA using JAVA REST APIs, simplifying preparation of burn-down charts and reports for project planning.

• Implemented automation of the CI/CD pipeline, via Jenkins, by incorporating the capability to generate JIRA requests using Polarion QA automated test scripts and reports.

• Enabled cross-platform support for mobile app functionalities on the Android application by automating them through JavaScript and SELENIUM.

• Improved the accuracy of the face recognition algorithm by 14% and reduced false positives by applying K-Means clustering.

• Employed OpenCV image processing and OCR Tesseract packages to fulfill Aadhar and PAN Cards integration requirements by enabling text recognition.