Nishith Sura
Software Engineer · AI/ML
University of Maryland, College ParkB.S. Computer Science (Honors)3.8 GPA
Experience
Software Development Engineering Intern
@ Amazon Web Services (AWS)June 2025 — Aug. 2025 · Arlington, VA
- Products & Solutions Engineering team: building a Healthcare & Life Sciences solution for pharmaceutical enterprises, leveraging Amazon Bedrock for AI-driven anomaly detection and insights on data.
Undergraduate Student Researcher
@ University of MarylandAug. 2024 — Dec. 2024 · College Park, MD
- Researched LLM qualitative coding performance (GPT-4o, Claude 3 Opus) using a custom codebook under Dr. Dave Levin and Julio Poveda.
- Measured accuracy, precision, and F1 on customer reviews; compared model performance.
- Co-authored a conference-style report and presented to 75+ attendees.
Featured Projects
stockski
PythonAI/MLStreamlitProphet
Stock prediction app combining multiple ML techniques with real-time data and sentiment analysis.
- Built time-series prediction with Prophet, Random Forest, Gradient Boosting, and SVR.
- Streamlit UI for 1,000+ stocks with indicators (RSI, MACD, Bollinger, ADX, ATR).
- Applied VADER sentiment; tuned models to reach ~87% predictive accuracy and reduced MAE by 23%.
ScreenApp
JavaScriptReactNode.jsExpress
Real-time collaboration with HD screen sharing, video streaming, and live chat.
- React front-end with Node/Express back-end; Socket.io for real-time messaging.
- MongoDB for users/rooms; deployed back-end on AWS EC2 and front-end on Vercel.
- Served 400+ unique visitors and 100+ rooms created.
Fantasy Football Manager
Node.jsExpressMongoDBPostgreSQL
Fantasy football team manager with live NFL data and standings.
- Integrated SportsDataIO API and Axios for real-time scores and standings.
- Dynamic EJS pages for player stats and game scores; tabulated regular season standings.
- Stored user-selected players and data in MongoDB and PostgreSQL with validation.