Data Analyst
TASMI Team* Engaged with Deutsche Bank's TASMI team to process data for bank-wide UI interaction* Orchestrated complex data flows, transforming nested JSON from hosted APIs into POJOs using Spring annotations, and producing them as Kafka messages via Spring integrate channels* Secured Kafka communication through created keystore from certificates and truststore* Conducted thorough testing of CRUD operations on the POJOs consumed from kafka topic using Spring's embedded H2 databaseCase Study* Utilized GCP NLP tools for sentiment analysis, entity recognition, and text classification on ESG-related news releases and public reports of Deutsche Bank and competitors.* Applied Selenium for dynamic web scraping of HTML and React pages, extracting article URLs, and employed Beautiful Soup to structure relevant data into JSON objects* Integrated results into a dynamic Jupyter Notebook frontend via API endpoints, displaying data using Plotly Dash and Matplotlib for enhanced visualization
