I build federated learning frameworks and multi-agent development systems. My research sits at the intersection of trustworthy distributed ML, human-on-the-loop AI agents, and developer experience for AI-assisted software.
Computing and Information Sciences · Rochester Institute of Technology
PhD in Computing and Information Sciences continuing federated learning research with Dr. Leon Reznik.
SCADS · Summer Conference on Applied Data Science · NC State · Laboratory for Analytic Sciences
Selected as a SCADS Summer Research Scholar at NC State LAS for summer 2026.
Software Architecture · Rochester Institute of Technology
Mentoring students in design patterns, architectural styles, and quality attributes. Led full class session during instructor absence.
Dr. Leon Reznik's Research Group · Rochester Institute of Technology
Enhancing IntelliFL federated learning framework with 80%+ test coverage, React/FastAPI interface, and Byzantine-robust aggregation methods.
Software Engineering · Rochester Institute of Technology
GPA: 4.0/4.0. Capstone: Enhancing Federated Learning Execution Framework (Advisor: Dr. Leon Reznik).
Distribution Management Systems · Lowe's Home Improvement
Cut daily error logs by 150,000 across RDCs. Built full-stack automation tooling. Reduced onboarding time by 80%.
Development Team · Phiquest
Designed wireframes for web apps. Built blockchain-based document authenticator Chrome extension using Node.js.
Computer Engineering · University of South Florida
GPA: 3.06/4.0.
IEEE Intelligent Systems (PrePrints) · 2026
We argue that metacognition should be the guiding principle for designing and deployment of Federated Learning (FL) applications.
IJCNN 2026 (IEEE WCCI, Maastricht) · 2026
Although Federated Learning (FL) enhances clients' security and privacy by retaining data locally, the decentralized nature of this paradigm exposes it to diverse malicious actions as well as technological and reliability issues that can degrade data quality, hinder convergence, and reduce global model accuracy.
Solo · HackerRank · May 2026
Multi-domain support-triage agent: routes tickets across HackerRank, Claude, and Visa corpuses with corpus-grounded responses, async batching, and prompt-injection defense.
Team · RIT AWARE-AI · Feb 2026
Cosmic Ritual: BioRadio EMG gestures drive a real-time chord engine. Built the gesture classifier, MIDI engine, GUI music mode, and Zensical docs site.
Poster · NE Agents Day 2026 · May 8, 2026
Reframes multi-agent coding as an interpretability problem via three pillars: Monitor (OpenTelemetry / Jaeger / Prometheus observability), Communicate (agents request clarification on ambiguous requirements), and Control (bounded repair loops for deliberate recovery).
Poster · RIT AWARE-AI Research Poster Session 2026 · April 15, 2026
Examines how embodiment, voice, and Ren'Py visual-novel framing affect how users supervise and redirect multi-agent software.
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