project_filtering_system.py

import pandas as pd

class ProjectFilteringSystem:
    def __init__(self):
        self.halaal_projects = []

    def filter_projects(self, projects):
        # manual review process
        for project in projects:
            if self.is_halaal(project):
                self.halaal_projects.append(project)
        # automated review process
        self.automated_review()

    def is_halaal(self, project):
        # implement halaal project criteria
        return True  # placeholder, implement actual criteria

    def automated_review(self):
        # implement automated review process
        pass