Soumya Ranjan Mishra Email and Phone Number

• Utilized Snowflake and S&P API, integrating ElasticSearch into the end-to-end data pipeline. Orchestrated a seamless process, result-ing in a 25% reduction in data retrieval time.• Implemented BERT and NLTK, applied regex for text preprocessing. Led to a meticulous classification process, achieving a 20% in-crease in accuracy.• Applied NLP expertise to craft a text-to-regression model. Achieved a notable 15% improvement in predictive accuracy.• Fine-tuned BERT for an 18%… Show more • Utilized Snowflake and S&P API, integrating ElasticSearch into the end-to-end data pipeline. Orchestrated a seamless process, result-ing in a 25% reduction in data retrieval time.• Implemented BERT and NLTK, applied regex for text preprocessing. Led to a meticulous classification process, achieving a 20% in-crease in accuracy.• Applied NLP expertise to craft a text-to-regression model. Achieved a notable 15% improvement in predictive accuracy.• Fine-tuned BERT for an 18% boost in predictive capabilities. Improved overall model effectiveness.• Optimized predictive accuracy and model performance in attention-based models. Demonstrated advanced skills, achieving a 12%improvement in accuracy.• Seamlessly integrated gathered data with AutoML models. Streamlined the modeling process, improving efficiency by 5%. Show less

• Collaborated with researchers from Equbot, the University of Chicago, and London-based asset managers.• Spearheaded a research initiative to assess the efficacy of LLMs in interpreting Fed speak.• Conducted thorough Exploratory Data Analysis and utilized web scraping techniques with NLTK, Selenium, and BeautifulSoup.

• Used ReactJs and AngularJs to develop the frontend individual applications• Used SingleSpa to develop the Microfronted Root for the integration of applications• Used SingleSpa to make each app Microfrontend compatable which helped in data sharing withincomponents• Successfully implemented microfrontends to streamline data analysis processes.• Delivered the front-end team with flexibility, testability and velocity. This was particularly important in finance and data… Show more • Used ReactJs and AngularJs to develop the frontend individual applications• Used SingleSpa to develop the Microfronted Root for the integration of applications• Used SingleSpa to make each app Microfrontend compatable which helped in data sharing withincomponents• Successfully implemented microfrontends to streamline data analysis processes.• Delivered the front-end team with flexibility, testability and velocity. This was particularly important in finance and data science, where accuracy and precision are paramount. Show less