Praveen Kumar T
Data Analyst
Madurai,TN
Summary
PROFESSIONAL SUMMARY
Detail-oriented Data Analyst with banking domain experience and a Post-Graduate Certification in Data Science from Imarticus Learning. Experienced in data analysis, portfolio management, and banking operations. Skilled in SQL, Python, Excel, Tableau, and Machine Learning. Proven ability to transform complex datasets into actionable insights to support strategic decision-making. Seeking a data-driven role where analytical and business expertise can deliver measurable impact.
Overview
3
3
years of professional experience
Work History
Assistant Manager
Au Small Finance Bank
10.2024 - Current
- Manage end-to-end banking operations including account servicing, compliance documentation, and transaction processing.
- Monitor operational KPIs and prepare MIS reports to improve turnaround time and service efficiency.
- Analyze customer transaction data to identify cross-selling and revenue growth opportunities.
- Ensure adherence to RBI regulations and internal compliance standards.
- Collaborate with credit and risk teams to streamline operational workflows and reduce discrepancies.
- Support decision-making by generating structured Excel-based reports and performance dashboards.
Deputy Manager
HDFC Bank
03.2023 - 07.2024
- Managed portfolio of High Net Worth Individual (HNI) clients with focus on relationship management and financial advisory services.
- Analyzed financial data to recommend customized banking and investment solutions.
- Drove portfolio growth through data-driven cross-selling and upselling strategies.
- Monitored credit risk and asset performance across managed accounts.
- Prepared performance dashboards and revenue tracking reports for business review meetings.
- Maintained strong client retention through proactive engagement and service excellence..
Education
Post-Graduate Certificate - Machine Learning And Artificial Intelligence
Imarticus Learning
Chennai, India 04.2001 -
Bachelor of Engineering - Electrical, Electronics And Communications Engineering
Velammal College Of Engineering And Technology
Madurai, India 04.2001 -
Skills
TECHNICAL SKILLS
Programming and analytics: Python, SQL
Data Analysis & Visualization: Excel, Tableau, Pandas, NumPy, Matplotlib, Seaborn
Machine Learning: Logistic Regression, Decision Trees, Random Forest, K-Nearest Neighbors
Statistical Techniques: Hypothesis Testing, Correlation Analysis, Data Cleaning, Feature Engineering
Tools: Jupyter Notebook
Projects
PROJECTS
Heart Failure Prediction using Machine Learning
May 2025
Tools: Python, Pandas, NumPy, Matplotlib, Seaborn
- Conducted exploratory data analysis to identify key clinical indicators influencing heart disease.
- Performed data cleaning, encoding, and feature scaling to improve model performance.
- Built and compared Logistic Regression, Decision Tree, Random Forest, and KNN models.
- Applied hyperparameter tuning to optimize model performance.
- Achieved high accuracy and strong F1-score, improving predictive reliability.
July 2025
Tools: Tableau, MS Excel
- Conducted end-to-end analysis of ride data to uncover demand trends and operational insights.
- Cleaned and transformed raw data, engineered features such as ride duration and peak hours.
- Developed interactive dashboards with dynamic filters for business users.
- Delivered insights to improve supply-demand planning and operational efficiency.
Achievements
- District Level 2nd Prize – Game & Hack Technological Quiz (2019)
- 3rd Prize – Budget Quiz, Interbank Competition (2022)
- Star Performer Award - CASA and Wealth (2024)
Timeline
Assistant Manager
Au Small Finance Bank
10.2024 - Current
Deputy Manager
HDFC Bank
03.2023 - 07.2024
Post-Graduate Certificate - Machine Learning And Artificial Intelligence
Imarticus Learning
04.2001 -
Bachelor of Engineering - Electrical, Electronics And Communications Engineering
Velammal College Of Engineering And Technology
04.2001 -