Hey 👋 I’m Jacob, a Software Engineer at Dun & Bradstreet and an M.S. in Artificial Intelligence student at Georgia Tech. Here’s some more about me:
- 💻 I build reliable web platforms, developer tools, and applied-AI systems—with an emphasis on performance, data, and pragmatic product engineering.
- 🔭 I’m on the Digital Marketing team at Dun & Bradstreet.
- ☁️ I’m a Google Cloud Certified Associate Cloud Engineer and enjoy the infrastructure behind dependable applications.
- 📈 I’m deeply interested in macroeconomics, valuation, market structure, and the systems that turn raw information into usable research.
- 🧪 I have a private DeMark-based market-timing implementation for research and experimentation; happy to discuss the backtesting and engineering approach.
- 📫 Reach me via LinkedIn or email.
Languages
Agentic systems, retrieval, and research tools
- Building and exploring systems that combine retrieval, reasoning, source context, and useful user-facing analysis.
- Unravel is an open-source sandbox for inspecting document parsing, chunking, embeddings, retrieval, reranking, and generated responses.
Markets, macroeconomics, and data
- Interested in valuation, market structure, macroeconomic research, and decision-support tools for navigating complex data.
- Built a TradingView valuation-metrics indicator for comparing P/S, P/E, and related metrics against five-year historical medians.
Private DeMark research implementation
- Implemented a DeMark-based market-timing strategy for research and experimentation.
- The implementation is not public because of intellectual-property considerations, but I’m always glad to compare notes on the research, backtesting, and engineering approach.
Georgia Institute of Technology | M.S. in Artificial Intelligence (Jan 2026 – Present)
Current focus
- Machine learning, intelligent systems, and the intersection of AI, data, cloud infrastructure, and markets.
University of North Florida | B.S. in Computer Science (Dec 2024)
Foundation
- Computer science fundamentals with a focus on building practical web, data, and cloud systems.
Software Engineer – Dun & Bradstreet
- Part of Dun & Bradstreet’s Digital Marketing team.
- Help build and support the company’s web-platform capabilities and digital experiences.
| Project | Tech Stack | What It Does |
|---|---|---|
| 🔎 Unravel | Python · RAG · Qdrant |
Open-source visual sandbox for experimenting with document parsing, chunking, embeddings, hybrid retrieval, reranking, and generated responses. |
| 🧠 Deep Brief | Next.js · FastAPI · GCP |
Live macro-research agent that produces evidence-backed reports with sources, saved context, and follow-up analysis. |
| 📊 Kalshi CLI | JavaScript · CLI |
Agent-first, zero-dependency CLI for read-only access to public Kalshi market data, including discovery, order books, trades, candlesticks, and history. |
| 🏈 FBS CLI | TypeScript · Node.js |
Published CLI for structured, read-only CollegeFootballData access across schedules, stats, recruiting, rankings, and historical context. |
| 🌐 Personal Website | Astro · Tailwind CSS · Three.js |
Personal portfolio site built with Astro, Tailwind CSS, and an optional Three.js visual background. |
| 📈 Valuation Metrics Table | Pine Script · TradingView |
Open-source indicator for exploring valuation metrics and five-year historical medians directly in TradingView. |