Back in 2021 I got tired of stock screeners. They were either $200/month or borderline useless. So I built my own — a few Python scripts and a notebook I'd run every Sunday before Monday's trades.
I used it for myself for four years. Never thought about doing anything with it.
Then in December I got laid off.
Severance gave me about five months of runway. So I took the thing I'd been quietly using and turned it into something other people could use too.
That's tesseraalpha.com.
It scores every US stock weekly on 24 quality factors (Piotroski F-Score, ROIC, margins, momentum) and ranks them by P/E vs. their sector — finding undervalued companies relative to actual peers, not the broad market. Strategies are walk-forward backtested across 5 rolling time windows so you see real robustness, not cherry-picked numbers. Median Sharpe across windows: 1.23. Beat SPY in every window tested.
Same methodology I trusted with my own money for four years — just with a UI now. Here's an example of what a stock page looks like: tesseraalpha.com/stocks/NVDA
Free to start, no credit card. Would love brutal feedback.
• 24-factor quality scoring across 4,000+ US stocks
• Sector-relative P/E ranking (not market-relative)
• Walk-forward backtesting across 5 rolling windows
• Compare against SPY, QQQ, and 14+ sector ETFs
• Live paper-trading mode
• Pre-built strategy presets + custom strategies
• 800+ ETF directory with deep fund analysis
• Find undervalued stocks before they're popular
• Validate any investment strategy with walk-forward backtests
• Replace manual spreadsheet analysis with automated weekly scoring
• Compare a strategy against SPY, QQQ, and sector ETFs
• Discover stocks across 4,000+ US tickers (NYSE, NASDAQ, AMEX)

Back in 2021 I got tired of stock screeners. They were either $200/month or borderline useless. So I built my own a few Python scripts and a notebook I'd run every Sunday before Monday's trades. I used it for myself for four years. Never thought about doing anything with it. Then in December I got laid off. Severance gave me about five months of runway. So I took the thing I'd been quietly using and turned it into something other people could use too. That's tesseraalpha.com. Same methodology I trusted with my own money for four years just with a UI now. Here's an example stock page: tesseraalpha.com/stocks/NVDA Would love brutal feedback.

Back in 2021 I got tired of stock screeners. They were either $200/month or borderline useless. So I built my own a few Python scripts and a notebook I'd run every Sunday before Monday's trades. I used it for myself for four years. Never thought about doing anything with it. Then in December I got laid off. Severance gave me about five months of runway. So I took the thing I'd been quietly using and turned it into something other people could use too. That's tesseraalpha.com. Same methodology I trusted with my own money for four years just with a UI now. Here's an example stock page: tesseraalpha.com/stocks/NVDA Would love brutal feedback.
Find your next favorite product or submit your own. Made by @FalakDigital.
Copyright ©2025. All Rights Reserved