Work
Automated Insights — Deterministic Analytics System with Constrained LLM Interpretation
Structured analytics system that separates deterministic signal computation from LLM-based interpretation to produce consistent, decision-ready insights
Python
SQL
Snowflake
Airflow
LLM Reasoning
Prompt Engineering
Statistical Analysis
Structured Outputs
Brand Compass — Structured LLM Reasoning System for Brand Intelligence
A production-grade system that transforms fragmented brand data into structured, decision-ready intelligence
TypeScript
Next.js
React
Tailwind CSS
shadcn/ui
LLM Reasoning
Prompt Engineering
Langfuse
Snowflake
AWS Lambda
Research
InjectEd — Multi-Agent System for Vulnerability Injection and Evaluation
Evaluation-driven multi-agent system that injects, scores, and selects vulnerabilities to generate structured security learning outcomes
Python
Multi-Agent Systems
Agentic Workflows
LLM-as-Judge
Prompt Engineering
Langfuse
Evaluation Frameworks
CWE Analysis
Case Study
Project descriptions focus on public-facing architecture, technical scope, and system outcomes. Proprietary implementation details, internal code, confidential data, and company-specific intellectual property have been intentionally omitted.