Lakshitha Senthil Kumar
Data Engineer | MLflow | ETL/ELT | AWS | Graduate Teaching Assistant at University of Maryland
- Role
- Graduate Teaching Assistant at Department Of Computer Science, Umd
- Location
- College Park, MD, US
- LinkedIn followers
- 500 followers
About Lakshitha Senthil Kumar
As a passionate explorer in the world of Generative AI working at the forefront of finance and applied AI research, I specialize in building intelligent systems that extract insights from unstructured data particularly in the context of financial markets and risk intelligence.What Drives Me1) Applying GenAI to real-world problems in financial technology and macro analysis2) Pushing the boundaries of retrieval-augmented generation (RAG) and multi-agent systems3) Exploring how AI can assist with interpretability, risk detection, and decision supportOutside the LabI’m deeply passionate about teaching and mentoring, sharing what I learn, simplifying complex topics, and helping others find their path in this fast-moving field. Whether it\'s through workshops, tutorials, or open-source contributions, I believe knowledge grows when it’s shared.
Experience
Graduate Teaching Assistant
Department Of Computer Science, Umd
Feb 2026 — Present · College Park, MD, US
Support MSAI630-Safe and Trustworthy AI by helping students critically evaluate AI systems using perspectives from social sciences, humanities, and technical literature on trust and safety. Provide rubric-based grading and feedback, run office hours, and support understanding of privacy, security, bias, and reliability in real-world AI deployments.
Education
University of Maryland
Master of Science - MS, Data Science
VIT University (Chennai Campus)
Bachelor of Technology - BTech, Computer Science
2020 — 2024
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