## README.md
# Welcome to Sharps Research
**Note: We are rapidly pushing updates to the servers over the next couple of weeks.
We build AI models and datasets to predict the outcomes of sporting events.
Sharps Research is an internal research framework for sports prediction. It combines
data pipelines, feature engineering, anomaly detection, and interpretability at the
dataset, training, production, and market levels into a single system designed to build,
test, and refine predictive models in real markets.
Our thesis is that interpretability comes first. A system that can expose bias, drift,
and instability will adapt more reliably than one that cannot. This approach produces
models that are stable, comparable, and suited for the highest-volume betting environments.
We do not sell picks, track hit rates, or provide line-shopping tools. Our focus is on
research-grade predictive modeling and the infrastructure needed to sustain it.
Be curious. Bet early lines.
_
## TODO.md
# TODO
1. [Done] Rewrite DB repository
2. [Done] Rewrite AI repository
3. [Done] Nuke old web servers
4. [Done] cron jobs to update db from stats.nba
5. [Done] cron jobs for feature engineering
6. [Done] cron jobs for sharps_rapm, and binary classifier
7. [WIP] man in the middle edits for inference
8. [Done] OOD inference filter
9. kl-loss
10. [Done] Finalize v0 moneyline model
11. [Backlog] Model card → /modelcards/
12. [Done] Communicate site is buggy af until November
13. [WIP] Build TODO for match page
14. /player-strength
15. /team-strength
16. /market-chart
17. [Backlog] Auth
18. [Backlog] Blog
19. [Done] push new email.
20. [WIP] Add nba schedule to landing.
_