Metadata-Version: 2.2
Name: mongodb_controller
Version: 0.2.1
Summary: A Python module for managing fund time series data using MongoDB
Home-page: https://github.com/nailen1/mongodb_controller.git
Author: June Young Park
Author-email: juneyoungpaak@gmail.com
Keywords: mongodb database fund time-series data-management
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Database
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.11
Description-Content-Type: text/markdown
Requires-Dist: pymongo>=4.10.1
Requires-Dist: pandas>=2.2.3
Requires-Dist: python-dotenv>=1.0.0
Requires-Dist: aws-s3-controller>=0.7.5
Requires-Dist: shining-pebbles>=0.2.72
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: keywords
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary

# MongoDB Fund Data Controller

A Python module for managing fund time series data using MongoDB. This module provides reliable data upload, management, and retrieval capabilities.

## Features

- Secure MongoDB connection management
- Reliable data upload and validation
- Efficient time series data querying
- Error handling and logging

## Installation

```bash
pip install -r requirements.txt
```

## Project Structure

```
mongodb_controller/
├── doc/
│   ├── design.md
│   ├── context.md
│   └── commands-cascade.md
├── src/
│   └── mongodb_controller/
├── tests/
├── requirements.txt
└── README.md
```

## Use Cases & Implementation

### Enterprise Solutions

- **Cloud-Native RPA Framework**: Implemented within AWS Cloud Architecture, enabling automated fund data processing and reconciliation pipelines
- **Performance Analytics Engine**: Powers the enterprise-grade Fund Performance Calculator with real-time metrics and historical analysis capabilities
- **Portfolio Intelligence System**: Drives the Portfolio Analyzer platform, providing sophisticated risk assessment and allocation optimization
- **Financial Knowledge Base**: Underlies our Financial RAG (Retrieval-Augmented Generation) system, facilitating AI-powered investment insights

## Professional Background

### Author

**June Young Park**  
AI Management Development Team Lead  
LIFE Asset Management

### Expertise

- Data Cloud Architecture Design
- Financial Technology Integration
- Enterprise AI/ML Systems
- Investment Analytics Platforms

### Organization

**LIFE Asset Management**  
A premier investment management firm specializing in hedge fund and private equity solutions. Headquartered in the International Finance Center, Yeouido, South Korea.

_Focus Areas:_

- Quantitative Investment Strategies
- Corporate Value Enhancement
- Sustainable Shareholder Returns
- Innovation in Financial Technology

### Contact Information

- **Professional Email**: juneyoungpaak@gmail.com
- **Location**: TWO IFC 14F, Yeouido, Seoul, South Korea
