E X P E R I E N C E

Sep. 2024 - Dec. 2024

- Developed tools for process management, enabling visibility into queued processes and filtering out repositories, resulting in faster issue resolution
- Integrated an open-source custom theme into the GitRoll Profile Card, showcasing developer performance metrics in an engaging format

Next.js

TypeScript

Firebase

Jun. 2024 – Aug. 2024

- Designed, implemented, tested a revamp of an in-house application from Java Servlet and JSP to a React.js with Redux.js frontend connected to a RESTful API backend, increasing maintainability, improving user experience and meeting performance demands via optimized rendering

React.js

Redux.js

Java

JSP

RESTful API

Jun. 2023 – Aug. 2023

- Led a team of 3 developer interns within a larger team of 6 to build a full-stack chatbot that uses NLP model fine-tuned for company's DEI rules

ReactJS

NodeJS

TypeScript

API

- Implemented Terraform automation for programmatic creation of synthetic monitors for 10+ app services, reducing repetitive setup and configuration time to seconds, encouraging consistency across the infrastructure, and enabling proper tag policies for analysis of failure patterns across endpoints

Dynatrace

Terraform

Jenkins

Bash

Jun. 2022 - Sep. 2022

- Developed the Classification component of AutoML, utilizing user-defined criteria to identify optimal ML models for input data and accurately classify target data, resulting in improved customer churn prediction for client companies
- Boosted T5-based Table QA accuracy from 60% to 88% by filtering columns through semantic search and checking their relevancy

Python

PyCaret

MongoDB

Fastapi

Streamlit

- Upgraded model used to analyze customer reviews from binary to multi-label sentiment analysis with topical grouping, allowing businesses to make data-driven decisions about where to focus improvement efforts every month

Python

PyTorch

transformers