Objective:
- The intern will work on two key projects:
- Building a Python-based interactive system leveraging LLMs to analyze and provide insights on data, enhancing data-driven decision-making.
- Developing a decision-based policy framework to optimize policy decision-making by introducing a challenger framework for comparison against existing policies.
Key Responsibilities:
- Requirement Analysis Understand data sources, user needs, and key insights required from the system. Analyze existing policy frameworks and identify opportunities for new features and segmentations.
- Design & Development Develop a Python-based application integrating an LLM-powered chat interface for querying and analyzing data. Implement data security and access controls to ensure secure access. Design and implement a decision-based policy framework with segmentation strategies. Build a challenger framework to test and compare new policies against existing ones. Ensure both systems are scalable, adaptable, and user-friendly.
- Testing & Validation Conduct rigorous testing to validate the interactive AI system's accuracy, reliability, and security. Test the challenger policy framework to assess its effectiveness against performance metrics and business goals.
- Documentation & Handover Provide clear and structured documentation for system usage, policy framework implementation, and maintenance. Conduct knowledge transfer sessions for internal teams to ensure smooth adoption and continuity. This internship offers an opportunity to work with cutting-edge AI technologies and policy optimization models, contributing directly to enhancing data-driven decision-making within the organization.
Qualifications Required:
- Bachelor's degree (preferably in a field such as Economics, Finance, Mathematics, or Statistics)
- Knowledge of Python, SQL, or similar data analysis tools
- An inquisitive nature and strong communication and negotiation skills are required to obtain business requirements and approvals from various stakeholders. effectively
- Detail orientation, good interpersonal skills, accuracy, focus, and teamwork are required.
- Accuracy in analysis and the timely achievement of goals is crucial to success in this role.
India
