class Prithweeraj:
    role      = "CSE Undergrad @ University of Toledo"
    stack     = ["Next.js", "FastAPI", "WebSockets", "Python"]
    research  = ["NLP", "Computer Vision", "Generative AI"]
    gpu       = ["WebGL", "GLSL", "Three.js"]
    current   = "Building real-time digital twins & generative systems"

• Built real-time digital twins with WebSocket-driven state sync and SSI scoring engines
• Published at IEEE Xplore (QPAIN 2025) -- LSTM ensemble for fake news detection | 1 Citation
• First Author at Midwest Graduate Research Symposium 2026 -- AI bias in generative systems
• Engineered $5 IoT sensor pipelines (ESP32 + DHT22) with anomaly detection for heritage conservation
• Created GPU-rendered generative art using custom GLSL fragment shaders on WebGL
• AI Fellow at Handshake -- benchmarking LLM outputs with gold-standard rubrics

Bengali Fake News Detection: A Multi-Layered LSTM Ensemble Approach QPAIN 2025 (IEEE Xplore) | Co-Author | 1 Citation | DOI: 10.1109/QPAIN66474.2025.11171927

Context-Aware Dialectal Arabic Machine Translation University of Toledo | 2nd Author | Dr. Fayeq Jeelani Syed

Recursive Aesthetic Reinforcement (RAR) Midwest Graduate Research Symposium 2026 | 1st Author

Real-Time Campus Digital Twin | Next.js FastAPI WebSockets Python

Real-time digital twin synchronizing student and admin views of campus occupancy, parking, and alerts with SSI scoring and WebSocket-driven live state updates.

Real-Time Generative System | WebGL GLSL Next.js GPU Rendering

Browser-based real-time generative art using custom GLSL fragment shaders with dual-force GPU rendering combining aesthetic attractors with time-driven distortion.

Heritage Conservation Platform | FastAPI Next.js IoT ESP32

Open-source digital twin with multi-tenant museum management, PRI engine, AI conservation advisor, and $5 IoT sensor integration with anomaly detection.

LLM Evaluation - Handshake AI Fellowship | LLM Evaluation Rubric Design

Authored gold-standard solutions and grading rubrics to benchmark LLM outputs. Identified reasoning errors and hallucinations in AI-generated responses.

Honorable Mention - Teravarna International Juried Art Competition, 2025

Champion - UTBSA Mens Badminton Tournament, 2024 and 2025

Published Researcher - IEEE Xplore (QPAIN 2025) with 1 Citation

AI Fellow - Handshake (Project Proctor - LLM Evaluation)

Mixed-Media and Computational Artist - instagram.com/prithwee____

Member - AI/ML Club | Event Coordinator, BSA | Ohio Student Association, UToledo

> System.out.println("Open to research collaborations, full-stack builds, and creative engineering.");