About
Education · Skills · Approach
Builds the models.Does the data work.
MS Data Science candidate at Columbia focused on climate and weather ML — turning climate data into models and tools people can actually trust and use — with applied work in LLM agents and medical-imaging AI.
Education
Aug 2025 — Dec 2026
Columbia University
MS in Data Science
Machine Learning · Computer Vision · Probability & Statistics · Linear Algebra · Algorithms · Statistical Inference
New York, USA
Jun 2020 — May 2024
Kumaraguru College of Technology
BTech in Information Technology
Foundations in software, data systems and applied statistics.
Coimbatore, India
Toolkit
Five layers, one stack.
Read top-down like an atmospheric column: the science at the top, the infrastructure it stands on below.
L5
Weather–Climate ML
L4
Applied AI
LLM agentsRAG / Self-RAGKnowledge graphsVision-language modelsCausal inference (Double ML / EconML)GAMsSnowflake CortexStreamlit
L3
Climate Data
L2
Evaluation
RPSSLeave-one-year-outAblation studiesCalibrationLeakage detection
L1


