Kaushik Agastyaraju
Data Science student at UC San Diego. I turn data into models, metrics, and decisions.
01Experience
Adobe
Data Science Intern
Jun – Sep 2026
Adobe
Data Science Intern
- Shipped an LLM evaluation pipeline to production that shadow-tests new models on real user traffic, with zero added latency.
- Designed grading for agent outputs: objective metrics plus an LLM-as-judge layer that corrects for known judge biases.
- Built a self-supervised method that flags assistant mis-routes, with no labeled data needed.
- Clustered customer-built agents into a taxonomy showing overlaps and platform gaps.
Kaiser Permanente
Data Analyst Intern
Jun – Sep 2025
Kaiser Permanente
Data Analyst Intern
- Built Python ETL pipelines joining 25+ systems into analysis-ready datasets for enterprise dashboards.
- Defined new business metrics in Databricks for executive decision-making.
- Designed SQL validation reconciling Oracle and Databricks, catching schema drift and data gaps.
Halicioglu Data Science Institute
Outreach & Research Fellow
Dec 2024 – Jun 2025
Halicioglu Data Science Institute
Outreach & Research Fellow
- Built computer vision for AI-enabled robots with Python, OpenCV, and Raspberry Pi.
- Designed and taught LLM modules on tokenization and generative modeling.
02Projects
LLM evaluation & AI agent taxonomy
AdobeAn evaluation framework that tests candidate models on live traffic, plus a clustering-based taxonomy of customer-built AI agents.
Python · Model evaluation · Clustering · NLP
European wildfire risk modeling
Cotality · WIPUCSD capstone with Cotality. Building spatial wildfire probability maps for Europe from historical fire data and weather reanalysis, to help quantify wildfire risk.
Geospatial analysis · Risk modeling
Power outage analysis
UCSDAnalyzed major U.S. power outages and built a regression model to predict how long an outage will last.
Python · Linear regression · Permutation testing · Plotly
Robot computer vision
UCSDVision pipelines for robots running on Raspberry Pi.
Python · OpenCV · Raspberry Pi
03Education
UC San Diego
B.S. Data Science, Minor in Business Analytics
04Skills
Data science & ML
- Machine learning
- Probabilistic modeling
- Classification
- Clustering
- Predictive modeling
- NLP
- Computer vision
- Model evaluation
- EDA
- Product analytics
- Metric definition
- Data visualization
Tools
Python
SQL
R
PySpark
pandas
NumPy
scikit-learn
OpenCV
Plotly- Databricks
AWS
DynamoDB
Oracle- Tableau
- Power BI
Raspberry Pi
AI & LLMs
- LLM evaluation
- LLM-as-a-judge
- Shadow testing
- Agentic AI
- Agent routing
- Prompt engineering
- Multi-provider LLM APIs
- MCP
- Langfuse