diff --git a/TODO_PIPELINES/Logan_Pipelines.MD b/TODO_PIPELINES/Logan_Pipelines.MD
new file mode 100644
index 0000000..8601bc4
--- /dev/null
+++ b/TODO_PIPELINES/Logan_Pipelines.MD
@@ -0,0 +1,36 @@
+# Logan's Pipeline
+
+## API's
+Kalshi: https://docs.kalshi.com/welcome
+- Official Kalshi API for data on markets,as well as ability to execute trades
+
+AlphaVantage: https://www.alphavantage.co/?gad_source=1&gad_campaignid=22373825259&gbraid=0AAAAA-6A8dPvpXp69gCs4SmebapE-mJk2&gclid=CjwKCAiAw9vIBhBBEiwAraSATkGjWa40za-SG4O4qmMSt-BuigN8prHF3KIa2RwbuNDU_Y8Qi1SmVhoC_k4QAvD_BwE#about
+- provides realtime and historical financial market data includes other asset classes(Stocks,ETFs, Mutual Funds, Crypto)
+
+OddsJam : https://oddsjam.com/odds-api
+- Offers real time betting lines for over 100 different sports book
+
+Yfinance : https://ranaroussi.github.io/yfinance/
+- unoffical Yahoo finance api to get financial data from Yahoo Finance
+
+SportRadar : https://developer.sportradar.com/getting-started/docs/get-started
+- API for all sports data including NBA, NFL, NCAAAF etc
+
+## High Level Control Flow
+
+1. Collect Data from APIs + store it in database
+    - MongoDb
+    - PostgreSQL
+2. Clean and Preprocess Data
+    - NumPy
+    - Pandas
+3. Train the model using data
+    - Scikit Learn
+    - Tensor Flow
+    - Tensorboard (experimentation and testing)
+4. Backtest our model on historical data and evaluate performance
+    - Matplotlib
+5. Deploy Model and adjust bet sizes + handle risk mangement
+
+
+