Scholar
Vispi Karkaria
Google Scholar ID: 6ZxujUkAAAAJ
Northwestern University
Citations & Impact
Citations
286
H-index
9
i10-index
7
Publications
20
Co-authors
7
list available
Publications
Resume (English only)
Research Experience
- RAG-Based AI Pharmacist Assistant (2023–Present): End-to-end RAG assistant for medication counseling with safety guardrails and high recall.
- Multi-Agent LLM System for Automated Optimization (2023–Present): API-based system using agentic AI and RAG to select and apply optimization solvers.
- Attention-Based Spatio-Temporal Neural Operator (2024–Present): Improved neural operator accuracy with temporal–spatial attention and federated learning.
- RL-Transformer Tire Resource Allocation (2023–Present): Combined RL and Transformers for real-time tire lifespan prediction and health management.
- Bayesian Optimization for Time-Series (BOTS) (2022–2024): Transformer surrogate model for faster AM prediction with UQ.
- Latent-Variable Constrained Bayesian Optimization (LV-CBO) (2022–2023): Handled mixed-variable BO via latent variables, improving efficiency and reducing cost.
- Tire Lifespan Prediction via Random Forest (2021–2023): Robust RF pipeline with advanced data balancing techniques.
- LSTM for Streamlining AM (2022–2023): LSTM surrogate reduced latency; built big-data infrastructure for process data.
- ML to Enhance Super-Capacitor Lifespan (2020–2023): DL models for output prediction and gradient-based design optimization.
