Steffy Albert

Designed multi-document Q&A systems with LangChain, fine-tuned LLMs, and vector search. Automated model training and deployment on Azure and GCP. Built end-to-end tests with Playwright and GitHub Actions. Created Firebase Cloud Functions to feed data into BigQuery and built analytics in Looker Studio. Used ML models (RF, Regression) for score analysis. Developed Rasa/LLM chatbots, FastAPI services, and CI/CD pipelines with Docker and GCP.

- Collaborated with the MESHFREE group on a software simulation tool designed to predict fluid flow around complex geometries. - Built new features for the MESHFREE parser, for the translation of documentation in the source code to the HTML pages. - Implemented enhancement tasks in the software using Python and Fortran.

Developed back-end components for an e-commerce platform using Java and Spring MVC, and built front-end interfaces with JSP, HTML, CSS, JavaScript, and jQuery. Improved airline e-commerce modules including ticketing, search, seats, payment, insurance, and emails. Worked in agile sprints, estimated efforts, created solution proposals, mentored juniors, performed code reviews, and received a Spot Award for top performance.

Thesis: Machine Learning based Surrogate Models for Particle based Fluid Simulations using Graph Neural Networks. Grade:1.0