Case Studies & Research
Selected Projects & Case Studies
Deep dives into predictive retention modeling, automated data warehousing, and system architectures.
CASE STUDY 01Cloud Architecture & ETL
Streamlining HR Data: From Chaos to Clarity with Google BigQuery
How to break down silos across ATS, Payroll, and sentiment surveys to create a single source of truth for executive workforce metrics.
0-Downtime
Serverless Warehouse
BigQuery / Pipelines
CASE STUDY 02Predictive Analytics & I/O
Predictive Turnover Analysis: Optimizing Retention in Tech Teams
A hypothetical case study using simulated data reflecting empirical turnover research. Diagnosed a 23% spike in post-promotion flight risk and built cross-validated logistic regression models.
75.8%
Prediction Accuracy
Simulated Research
CASE STUDY 03AI Systems Engineering
Multi-Agent AI Course: Engineering Autonomous Research Pipelines
Production architecture showing how to decompose complex tasks into planner, research, analyst, and writer subagents.
Multi-Agent
Separation of Concerns
LangChain & Subagents