AI for Project Management
We created an AI-driven tool aimed at improving project management by automating repetitive tasks, enhancing decision-making, and streamlining team workflows. This platform utilizes machine learning and natural language processing to provide real-time support to project managers in areas such as task prioritization, risk assessment, resource management, and performance monitoring. By evaluating project data, communications, and timelines, it delivers insightful recommendations, generates status reports automatically, and proposes necessary adjustments to ensure projects remain on schedule and within their defined scope. The outcome is a more intelligent and effective method for managing intricate projects on a large scale.
**Key Features:**
- AI-driven task prioritization and workload distribution
- Risk identification and proactive problem notifications
- Automatic generation of status reports
- Intelligent recommendations for deadlines and resource distribution
- Integration with platforms like Jira, Trello, Slack, and Google Calendar
- Natural language interface for interacting with the AI assistant
- Role-specific dashboards and project analytics
- GDPR-compliant data management and access control
**Tech Stack:**
- **AI/ML:** Python (scikit-learn, spaCy), custom-built AI solution
- **Frontend:** React.js, Tailwind CSS
- **Backend:** Node.js (Express), Python (FastAPI for AI services)
- **Database:** PostgreSQL
- **Integrations:** Jira API, Slack API, Google Calendar API
- **Hosting:** AWS (EC2, RDS, Lambda)
- **Authentication:** OAuth 2.0, JWT
- **Monitoring:** Sentry, Grafana, Prometheus