Caldwell Studies - founded 2021
Group learning
built around bots
We run structured online group programs focused on AI chatbot design and development - from conversation architecture to backtesting automated trading bot logic and crypto automation workflows.
What we cover
AI chatbot architecture, conversational UX, bots for trading platforms including Binance trading integrations, and the mechanics behind auto trading bot configuration and backtesting.
Group format
Small cohorts meet weekly online. Participants share real projects - crypto bot builds, binance website API setups, and ai trading bots in progress - and give each other structured feedback.
Who facilitates
Each program has a dedicated facilitator with hands-on experience in automated trading and chatbot deployment. They guide sessions without lecturing - the group does the work.
A platform built on collective experience
Caldwell Studies started because solo learning on complex topics like crypto automation and AI chatbot development tends to stall. Reading documentation only gets you so far. Seeing how someone else debugged their automated trading bot, or hearing why a particular conversation flow failed in production, moves things forward faster.
"The group caught three logic errors in my auto trading bot that I'd been staring at for two weeks. Fresh eyes and structured feedback - that's the actual value here."
Odessa Fairweather
Lead AI Curriculum Designer
-
Programs cover the full cycle - from chatbot intent mapping through to deploying ai trading bots and running backtesting against historical data. Nothing is skipped to keep things comfortable.
-
Participants work on real projects. Someone building a crypto bot for a Binance trading workflow gets feedback from others who've done the same - not hypothetical advice.
-
Results depend on what participants bring and how consistently they engage. We don't promise outcomes - we provide a structured environment where the work actually gets done.
