Experience

Research Software Engineer

Nursing & Engineering Lab • Amherst, MA

Sep 2025 - Dec 2025

• Identified and corrected logical and numerical errors in an embedded EMG signal processing pipeline
• Fixed incorrect variance and RMS computations by repairing buffer indexing and statistical logic
• Improved runtime performance by ~50% through buffer management and control-flow optimizations, enabling reliable embedded deployment

CEmbedded SystemsSignal Processing

Software Engineer Intern

SciQuel • Remote

May 2025 - Sep 2025

• Engineered RESTful APIs with Typescript and Next.js / React.js for posting, fetching, and handling data on scientific article contributors from a MongoDB database and rendering them automatically on article webpages.
• Re-designed and implemented database schemas through Prisma to separate scientific contributors from website users while maintaining the usabilities of existing APIs, enhancing backend efficiency.

Next.jsTypeScriptPrismaTailwind

Research Assistant

Forschungszentrum Jülich • Jülich, Germany

May 2025 - Aug 2025

• Worked with Jim Buffat on deep learning & remote sensing for sun-induced fluorescence retrieval at the Forschungszentrum Jülich, iAS-8 (Data Analytics and Machine Learning group)
• Supported by the DAAD RISE Scholarship.

PyTorchPython

Software Engineer

Build UMass • Amherst, MA

Feb 2025 - May 2025

• Built and deployed an AI-powered chatbot for NEFAC to automate user support and streamline information access.
• Optimized backend architecture using FastAPI and GraphQL, reducing API response times by 40% and scaling to handle 20+ concurrent queries/sec; integrated with a React frontend for intuitive user experiences.
• Automated memory and context retrieval using FAISS and LangChain, powering real-time agentic query resolution.

TypeScriptFAISSLangChainFastAPI

AI / ML Fellow

Salesforce • Amherst, MA

Aug 2024 - Dec 2024

• Developed AI models for SAAS customer sentiment analysis and lead conversion prediction with 91% accuracy using Random Forest.
• Utilized Prophet for time series forecasting to optimize outreach timing for predictive analytics.

PythonPandasProphetSQL

Research Assistant

Tufts University • Medford, MA

May 2024 - Aug 2024

• Worked with Prof. James Murphy on problems related to hyperspectral image clustering & unmixing.
• Supported by the Tufts VERSE REU.

PyTorchPythonMATLAB