Systems that turn market history into decisions.
I build pragmatic, high-signal products where data engineering, AI, and decision design meet. I’m the founder behind TradeWave.ai and Tara Data Research LLC, and I’m currently expanding into a newsroom-style content engine at SeasonalMarketNews.com.
What I build
I’m not “from finance.” That’s the point. I come at markets like an engineer: model the system, measure the behavior, ship tools that people can use. I care about signal, not stories. If something is real, it shows up in data, repeatedly.
Data systems
- Large-scale historical time series ingestion and normalization.
- Pattern discovery across long horizons and multiple market regimes.
- Fast metadata indexing and research workflows that scale.
AI applied to real workflows
- Newsroom-style content generation that stays grounded in data.
- Human-readable explanations that do not hand-wave uncertainty.
- Deterministic pipelines where outputs are reproducible.
Projects
A quick tour of what I’m building right now. Each one is designed to be useful first and impressive as a side effect.
Tara Data Research LLC
The umbrella for my research and product work. Focused on building tools that convert market history into decision clarity.
TradeWave.ai
Institutional-grade seasonality and regime analysis. Find historical windows with strong behavior, then test them across time and conditions.
SeasonalMarketNews.com
A data-backed newsroom for individual securities. The goal: answer one question fast, is this move normal or an outlier?
My approach
I build like a founder who actually ships. Tight feedback loops, measurable outputs, and a bias toward tools that make the next decision easier.
What you can expect
- Clear thinking, fast iteration, zero fluff.
- Strong opinions, lightly held, updated by evidence.
- Production-first engineering, not demo-ware.
What I avoid
- Hype without numbers.
- Black boxes without explainability.
- “Trust me” narratives when data can answer it.
Contact
If you want to talk product, data, AI pipelines, or market research tooling, email me. I respond.