Data Pipelines
- SQL, Python, orchestration
- Data modeling & reporting layers
- ETL / ELT and workflow automation
Portfolio
Data Engineer building reliable pipelines,
analytics systems, and decision-support tools.
I build data pipelines, analytics systems, and AI-driven tools that make messy information easier to trust and use. Background spans GovCon intelligence, membership analytics, and AI/LLM workflow development — SQL and Python-heavy, with a preference for explainable output over dashboard theater.
- Focus areas
- Data engineering · analytics engineering · AI workflows · GovCon analytics
- What I care about
- Systems thinking · signal over noise · explainable impact
Snapshot
- Pipelines shipped
- 10+
- Batch & streaming, monitored
- ML/Quant projects
- 15+
- From modeling to evaluation
- Dashboards & tools
- 20+
- GovCon & analytics decision-support
- Core stack
- Python · SQL · AWS
- Plus D3, R, LLM workflows
At a glance
What I do, how I work, and what roles are the best fit.
What I build
Data pipelines and reporting layers that make messy operational data more usable.
How I work
Systems-minded, SQL/Python-heavy, and focused on clear decision support rather than dashboard theater.
Best fit
Data Engineer, Analytics Engineer, BI Engineer, and adjacent AI/data workflow roles.
What stands out
RAG workflows, stakeholder-facing analytics, D3 storytelling, and project work with real personality.
Skills overview
The strongest throughline in my work is not one tool — it is combining data infrastructure, analytics, and explanation into systems people can actually use.
AI & Retrieval Workflows
- RAG and document workflows
- NLP, embeddings, LLM integration
- Monitoring and experimentation
Analytics & Decision Support
- KPIs, dashboards, and reporting systems
- Stakeholder-facing analytics
- Operational clarity over dashboard theater
Interactive Data Products
- D3 scrollytelling and custom front ends
- Search, comparison, and recommendation flows
- Systems thinking with personality
Selected projects
A focused set of projects that show how I build pipelines, analytics products, AI workflows, and decision-support tools end to end.
Obsidian RAG Chat
AI Pipeline
RAG pipeline that turns an Obsidian vault into a searchable, citation-grounded knowledge system using semantic chunking, embeddings, vector retrieval, and a streaming chat interface.
RAG AI/ML Python OpenAI ChromaDB Streamlit Vector Search
End-to-end AI pipeline for operational insights
AI Pipeline
Built a local-first AI pipeline observability project that ingests run logs, flags failures and runtime spikes, and surfaces pipeline health through CLI reporting and a lightweight dashboard.
AI/ML Pipelines Observability Python DuckDB Streamlit
NOVA Data Center Energy Usage
D3 Visualization
Interactive D3 project translating utility filings, environmental data, and infrastructure reporting into a scrollytelling view of how Northern Virginia's data center boom is reshaping energy demand, water use, and grid strain.
D3.js Visualization Energy Scrollytelling Infrastructure Data Journalism
Low FODMAP Diet — Scientific Review
Quant Model
Evidence-based review of the low FODMAP diet covering mechanism, clinical efficacy, risks, and practical implementation. Reproducible R Markdown report with figures and tables.
R Research Health Scientific Review
Iran–US Conflict Map
D3 Visualization
Interactive D3.js map tracking key events, military operations, economic disruptions, and humanitarian impacts of the 2026 Iran–US conflict. Scrollable timeline animates the war day by day.
D3.js Visualization Geospatial Timeline Data Journalism
Text prediction application with machine learning
AI Pipeline
Built an end-to-end NLP application that turned a large text corpus into a predictive language model and deployed it as an interactive Shiny app.
AI/ML NLP Shiny R Language Modeling
D3.js visualizations portfolio
D3 Visualization
A collection of D3-based projects exploring demographics, regional patterns, and sports data through interactive charts, maps, and exploratory visual storytelling.
D3 Visualization Data Analysis Interactive
Live Projects
Deployed and runnable — click any to explore.
Obsidian RAG Chat ↗
Search and chat with an Obsidian vault through a citation-grounded RAG pipeline built on semantic chunking, embeddings, and vector retrieval
Beltway Realms Card Database ↗
Full-stack card database with SQLite FTS5 search, comparison flows, recommendation logic, and a synergy-aware loadout builder
AI Job Market Intelligence Dashboard ↗
Job-market analytics project tracking AI hiring trends, skill demand, and market momentum through aggregated posting data
Low FODMAP Diet — Scientific Review ↗
Evidence-based R Markdown review translating clinical nutrition research into a clearer, reproducible report.
DMV Company Research Vault ↗
Public research vault mapping DMV tech, GovCon, and infrastructure companies through a structured Obsidian knowledge base
NOVA Data Center Energy ↗
D3 scrollytelling project translating public infrastructure data into a clearer view of Northern Virginia's data center boom
Iran–US Conflict Map ↗
Interactive D3 map tracking strikes, naval engagements, oil disruption, and humanitarian impact — day-by-day timeline
Beltway Realms ↗
Experimental portfolio world that turns regional identity, projects, and storytelling into a game-like front-end experience