BS DATA SCIENCE
DATA ANALYST
PYTHON AUTOMATOR
First-semester BS Data Science student. Building empirical data analysis dashboards, customer retention models, and automated Python pipelines. Transforming raw datasets into high-signal decisions.
/ SELECTED_PROJECTS
E-Commerce Product Analytics
End-to-end sales performance & product analytics engine. Visualizes revenue drivers, conversion funnels, and inventory velocity.
User Cohort & RFM Analytics
Customer lifetime value (CLV) & behavioral retention engine. Leverages Recency, Frequency, Monetary (RFM) segmentation with interactive heatmaps.
Employee Exit Intelligence
People analytics diagnostic system analyzing exit survey datasets to isolate root causes of attrition and departmental dissatisfaction.
StackCheck
Tech stack market intelligence platform & downloadable local visual GUI. Scrapes and parses developer job postings to compute skill co-occurrence and salary trends.
Learn DuckDB Hub
Analytical SQL and columnar OLAP product hub. Features guided architectural documentation, benchmark datasets, and interactive query workflows.
MapsScraper Engine
High-throughput multithreaded Python extraction pipeline for geospatial business intelligence and local market mapping.
EmailExtractor CLI
Targeted web email harvesting & contact intelligence pipeline. Extracts verified domain leads using multithreaded regex parsing.
/ CORE_EXPERTISE
Data Rigor
Meets
Empirical Insights.
DATA_01
Exploratory Analysis & BI
Uncovering deep patterns with Pandas, Polars, and Seaborn. Building responsive, decision-focused analytics dashboards in Streamlit and Marimo.
PIPE_02
ETL & Analytical SQL
Architecting high-speed columnar data queries using DuckDB. Engineering multithreaded extraction pipelines and structured persistence.
MODL_03
Cohort & Retention Modeling
Customer retention modeling, RFM behavioral clustering, and empirical churn analysis grounded in BS Data Science foundations.
AUTO_04
Python Automation
Python-driven data extraction, scheduled scraping pipelines, Docker containerization, and modern Next.js frontend interfaces.