Profile
Senior at ASU
Experience
Software Engineering and Machine Learning Intern
Walnutech PBC
Sep. 2025 - Nov. 2025
- Improved scholarship match ranking by 42% across 45,000+ scholarships by building a generative AI scholarship matching platform with MCP, FastAPI, LangGraph, MindsDB, and AWS ECS Fargate and S3
- Increased relevance for complex student profiles by designing a two stage retrieval pipeline using MindsDB semantic search for candidate recall and GPT 5 mini reranking for precision
- Reduced deployment lead time by 55% by implementing an end to end RAG workflow with GPT 4 for attribute extraction and CI/CD pipelines that automated 90% of evaluation runs with Langfuse and LangGraph
AI/ML and Prompt Engineering Intern
Bayer
Jun. 2025 - Aug. 2025
- Increased data retrieval efficiency by 40% for 1,500+ employees by shipping a Python server implementing the Model Context Protocol (MCP), integrating Databricks, PostgreSQL, AWS S3, and Terraform to provide secure access to 100+ data tables
- Architected and automated internal text heavy workflows for 2,000 employees by designing and deploying three AI assistants using prompt engineering, spaCy, NLTK, and Hugging Face Transformers to extract insights from unstructured text
Data Engineering Intern
V2Stech Solutions
May 2024 - Jul. 2024
- Cut P95 query latency by about 35% in an NLP recommender engine built with Python, txtai, and SVD through vector index tuning, query caching, and profiling driven performance fixes
- Reduced false positives in client recommendations by about 25% by fine tuning a Llama 2 model with LoRA on domain data and serving it with FastAPI
Researcher and Undergraduate Teaching Assistant
Arizona State University, CodeLab
Aug. 2025 - Present
- Improved simulated agent collaboration success from 63% to 80% by building a Stag Hunt simulation using the OpenAI GPT API and agents SDK to model Bayesian belief updates across six difficulty levels and thirty tasks
- Architected automated experimental framework with statistical analysis pipeline, orchestrating 240+ multi-agent trials across six threshold parameters and generating data visualizations to quantify coordination patterns