During the internship at Finanalyz, the candidate showcased remarkable creativity, problem-solving ability, and technical excellence, contributing to impactful AI-driven projects and reinforcing Finanalyz’s commitment to innovation and growth.
CERTIFICATE OF INTERNSHIP This certificate is proudly presented to
Shivani Singh AI/ML Intern
For His/Her outstanding completion of the internship program at FinAnalyz Technologies Pvt. Ltd. from July 18, 2025 till August 18, 2025.
Challenge
During the internship, the main challenge was to optimize data handling and automation processes for AI model training. The existing workflow involved manual data collection and limited preprocessing capabilities, which slowed down analysis and model deployment. The objective was to streamline this process using Python-based automation and integrate machine learning techniques to enhance prediction accuracy and efficiency.
Solution
To overcome these challenges, an automated data pipeline was developed using Python and relevant AI/ML libraries. The solution focused on integrating data preprocessing, feature selection, and model training within a unified workflow. Advanced libraries like Pandas, NumPy, and Scikit-learn were utilized to ensure scalability and reproducibility. The intern also implemented visualization dashboards to monitor training performance and data quality in real-time, ensuring transparency and faster iterations.
Results
The optimized workflow reduced manual data handling time by over 60% and improved model training efficiency significantly. The project demonstrated measurable gains in model accuracy and operational productivity. These enhancements laid the groundwork for faster AI experimentation and deployment, aligning well with industry best practices in automation and intelligent analytics.
Performance Score: ⭐ 9.3 / 10
Awarded for outstanding performance, innovation, and problem-solving skills demonstrated during the internship.