Streamlit Jobs

Live System Current Stage The platform is already built and running in production, with: Laravel backend (MySQL + Redis) Payment integrations implemented (partially functional) Token system in place Admin panel available Frontend completed However, based on the attached audit reports, the system is: Structurally complete, but not fully functional Some modules are partially implemented Some flows do not work correctly in real production The reports clearly identify issues such as: Incomplete financial logic (ledger inconsistencies) Escrow lifecycle not fully implemented Subscription logic incomplete Boost system not working correctly Security gaps in admin/financial routes Project Objective The goal is straightforward: Make the existing system fully functional, stable, optimized,...

I am building a decision-support tool that acts like an investment banker for hospital deals. The workflow starts with raw historical statements—revenue, profit, cash flow, debt and related line items—pulled in from spreadsheets or a database. I need this data to be cleaned and validated automatically so that outliers, missing values and inconsistent formats are handled without manual intervention. Once the dataset is in shape, the system must calculate core ratios—operating and EBITDA margins, liquidity and leverage indicators, year-over-year growth rates, cash conversion, risk flags—and feed them into a machine-learning pipeline. I have no fixed allegiance to any one algorithm, but I would like to begin with a solid linear regression benchmark and keep the door...