Research Assistant · LLM Watermarking
George Mason University
Prototyping token-level sampling changes in vLLM and benchmarking GPU activation capture with a focus on preserving inference throughput.
I’m a Computer Science graduate from George Mason University with experience building backend services, cloud data infrastructure, and AI workflows. At Wi-Tronix, I built Python and SQL ingestion pipelines for 50,000+ daily rail camera images and AWS workflows managing 5TB+ of ML data with S3, Apache Iceberg, Athena, and EKS. At Miraivant Advisory, I built 10+ FastAPI and MongoDB endpoints, a multi stage candidate matching service, and CI/CD pipelines for AWS EC2.
My recent projects include a FINRA compliance RAG system with hybrid pgvector and full text retrieval, citation validation, and abstention, plus LangGraph workflows with persisted state, retries, and human approval. I’m targeting full time software engineering roles across backend, data platforms, cloud systems, and applied AI.
I've worked on a variety of projects, from simple websites to complex web applications. Here are a few of my favorites.
A source-grounded question-answering service for FINRA rules. It uses section-aware ingestion, hybrid pgvector and full-text retrieval, evidence validation, precise citations, and explicit abstention when the corpus cannot support an answer.
I also study model internals, teach programming, and build under competition constraints—experiences that sharpen how I reason, communicate, and ship.
George Mason University
Prototyping token-level sampling changes in vLLM and benchmarking GPU activation capture with a focus on preserving inference throughput.
George Mason University
Mentored 50+ students through labs, code reviews, and one-on-one guidance in object-oriented programming, data structures, and systematic debugging.
George Mason University
Recognized for academic performance across seven semesters of the Computer Science program.
HackPrinceton · HoyaHacks
Reached the finals at HackPrinceton and HoyaHacks after building working products under tight team and time constraints.
Have a role, project, or idea worth discussing? Send me an email, and I'll get back to you.