NLP Research Intern
University of Minnesota — Minnesota NLP Group
Undergraduate research internship in natural language processing. Public project details are linked only when supporting evidence is available.
Research & formation
A record of inquiry across models, circuits, and physical systems.
My work is developing through research appointments, independent projects, teaching, and interdisciplinary engineering study. Each entry below is limited to the role and evidence currently supported by public or confirmed information.
01
Research
Current appointments and earlier research projects, presented without inferred affiliations or unverified outcomes.
Research Assistant
The Chinese University of Hong Kong
Research activity in LLM for Recommendation (LLM4Rec) and AI for Science.
Research Assistant
Zhangjiang Laboratory
Studied semiconductor IC design workflows and EDA toolchains from schematic and pre-layout simulation through verification and MPW-oriented tape-out preparation.
- Documented public PDK concepts and how DRC constraints influence layout strategy and manufacturability.
- Compiled notes on DRC/LVS roles, common failure modes, and sign-off debugging approaches.
- Prepared a milestone and risk overview from schematic sign-off to foundry submission; no tape-out claim is made.
Student Researcher
Independent research project
Investigated PM2.5 exposure and respiratory-disease incidence under the joint supervision of Prof. Soummya Kar (Carnegie Mellon University) and Associate Prof. Qiang Gao (Southeast University).
- Built a structured environmental and public-health dataset and used Python for exploratory analysis, statistical inference, and visualization.
02
Research directions
Working themes that connect the individual records.
AI for Science
Learning systems for scientific and engineering problems where physical structure, constraints, and reproducible evidence matter.
Foundation models
Foundation models as reasoning tools for recommendation, structured knowledge, and complex technical workflows.
AI-driven analog EDA
Machine-learning methods for analog circuit modeling, optimization, and design automation under physical constraints.
03
Teaching
Undergraduate instruction and structured mathematical support.
Teaching Assistant
Eindhoven University of Technology
Supported undergraduate teaching in calculus and logic/set theory through tutorials, problem solving, and structured feedback.
- Guided work on limits, derivatives, integrals, formal reasoning, and set operations.
04
Entrepreneurship
Company-building is recorded separately from academic work and public repositories.
Co-Founder
Veylora Labs
Developing executive-intelligence systems that help organizational leaders identify patterns, risks, and opportunities across fragmented operational information.
05
Education
Concurrent interdisciplinary study followed by transfer to the University of Minnesota.
University of Minnesota
B.S. studies in Computer Science and Electrical Engineering
May 2026 — Present
Delft University of Technology × Eindhoven University of Technology
Concurrent B.Sc. studies across Computer Science & Engineering, Electrical Engineering, and Applied Physics
Transferred to the University of Minnesota.
September 2024 — August 2026