Jacob Raoul Molnia

Experience

Professor Murai, Worcester Polytechnic Institute Worcester, MA

May 2025 - Present

Active research with a focus on TSFM, LLM-Lasso, RAG, and prefix-tuning.
Built reproducible experiment manifests for forecasting runs across multiple small-data regimes.
Drafted paper sections, figures, and ablation tables for faculty review.

Professor Paffenroth, Worcester Polytechnic Institute Worcester, MA

May 2025 - Present

Active research with focus on dynamical systems, reinforcement learning, RNNs, and traditional MLPs.
Prototyped constraint-aware training loops and evaluation scripts for sparse trajectory data.

TMS Lab, Worcester Polytechnic Institute Worcester, MA

May 2024 - January 2025

Consolidated multiple paper-specific software toolkits into a unified MATLAB framework, improving maintainability and scalability.
Implemented a comprehensive unit testing framework for CI/CD and robust software development.
Applied unit testing methodologies, version control systems, and object-oriented programming techniques.

Worcester Polytechnic Institute Worcester, MA

May 2024 - Present

Provide expert tutoring in advanced mathematics and computer science through the Academic Resource Center.
Serve as Teaching Assistant in the CS Department — office hours, lab sessions, grading for Software Security Engineering and AI. Create and oversee homework assignments for AI.

Worcester Polytechnic Institute Worcester, MA, USA

Aug 2023 - May 2027

Worcester Polytechnic Institute Worcester, MA, USA

Aug 2023 - May 2027

Worcester Polytechnic Institute Worcester, MA, USA

Aug 2023 - May 2027

Privates Gymnasium Huber Munich, Bav, DE

Sept 2014 - June 2022