Experience

Focal Lab, UIUC | Machine Learning Researcher

Aug 2023 – Present

• Co-developed a probabilistic certification framework for LLM knowledge comprehension using Knowledge Graphs and PyTorch.
• Designed a domain-specific language (DSL) using scene graphs for adversarial scene generation.

Kumo.AI | Software Engineering Intern

May 2025 – Aug 2025

• Built a full-stack code generation system using compiler principles to translate UI entities into Python SDK code.
• Developed custom GNN models and synthetic datasets for enterprise clients, outperforming baselines by 10%.

Metaphor Data Inc. | Software Engineering (ML) Intern

May 2024 – Aug 2024

• Built CI/CD testing for LLM/RAG pipelines and a CLI tool with automated GraphQL query generation.

Disruption Lab, UIUC | Head of AI/ML

Aug 2022 – May 2024

• Led over 100 students on 10+ AI projects, deploying multiple ML models on AWS/GCP and building full-stack applications.

Kreiman Lab, Harvard Medical School | Computer Vision Researcher

June 2023 – June 2024

• Created the HumorDB dataset with over 3500+ examples and gathered 60k+ human responses via a custom annotation platform.
• Implemented distributed fine-tuning pipelines for multimodal models using DeepSpeed.