Research
AI / Analytics
AI Data Analyst
An experiment in making analytics feel like a conversation with evidence.
Mission Briefing
A local analyst assistant that helps ask better questions, inspect data, and explain patterns.
Problem
Raw data needs cleaning, interpretation, visualization, and business context before it becomes useful.
Why I Built It
An experiment in making analytics feel like a conversation with evidence.
System Architecture
Need
Idea
AI Agent
Tools
Automation
Output
Lesson
Tech Stack
PythonLLMsData analysisChartsReports
Workflow
Need gets translated into a repeatable system, then tested until the output becomes useful enough to keep improving.
Key Features
- Dataset profiling
- Question suggestions
- Chart briefs
- Insight summaries
What I Learned
- Good questions create good analysis
- Charts need narrative
- Data tools should reveal uncertainty
Next Iteration
- Datasets tested placeholder
- Insights generated placeholder