Projects

Name
SEC 10-K/10-Q/8-K Filings Extractor API: Engineered a dockerized application featuring a Python algorithm to parse, clean, and standardize text sections from SEC filings (10-Q, 10-K, 8-K) into MongoDB, accessible via a Flask RESTful API.
Dockerized Django Project on AWS EC2: This project involves the containerization of a Django web application using Docker. The stack includes Django for the web framework, PostgreSQL for the database, Gunicorn as the application server, and Nginx as the reverse proxy server. The deployment is managed on an Amazon Web Services (AWS) EC2 instance.
Deep Hedging of Long-Term Equity Derivatives (PyTorch): Developed a deep learning-based hedging methodology for long-term derivatives under the displaced Heston model, implemented in PyTorch and optimized with Optuna, utilizing risk sensitivities from a specific set of financial instruments. (Ongoing)