MEENAKSHI T S
Chennai
Summary
Enthusiastic entry-level AI, Data Science, and Machine Learning professional with a strong foundation in Python and Machine Learning. Experienced in data cleaning, preprocessing, and model training, with the ability to apply analytical and problem-solving skills to real-world datasets. Seeking an opportunity to learn, grow, and contribute effectively in a reputed organization.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Senior Process Analyst
HSBC Electronic Data Processing India Pvt Limited
Chennai, TN
01.2016 - 01.2017
- Handled end-to-end retail bank account opening, including customer onboarding, KYC verification, document validation, and system updates as per regulatory guidelines.
- Maintained accurate customer data records in core banking systems, supporting audits, MIS reporting, and smooth downstream banking operations.
Business Process Associate, Mortgage
Royal Bank of Scotland
Chennai, TN
01.2013 - 01.2014
- Collected technical requirements for over $500K customer accounts, defining data rules and KPIs to improve performance metrics.
- Processed over 1,000 subscription and redemption entries monthly in customer accounts with 99% accuracy.
- Conducted AML checks for 100% of payments to ensure compliance and reduce risks for accounts.
- Resolved 200+ customer issues monthly with priority handling, contributing to 95% SLA adherence as a key team member.
Education
Bachelor of Science - Mathematics
Lady Doak College
Madurai, Tamilnadu01-2012
Skills
- Proficient in Python programming
- Pandas
- Numpy
- Scikit-learn
- Machine Learning
- Data Preprocessing
- Data Visualization
- Jupyter Notebook
- Matplotlib
- XGBoost
- LightGBM
Certification
- Certification
- AWS Educate MachineLearning Foundation Badge
- AWS Educate Introduction to Generate AI Badge
- AWS Educate Getting Started with DataBases badge
- Artificial Intelligence and Data Science training by Vetri Nichiyam(Cultus Education)
Timeline
Senior Process Analyst
HSBC Electronic Data Processing India Pvt Limited
01.2016 - 01.2017
Business Process Associate, Mortgage
Royal Bank of Scotland
01.2013 - 01.2014
Bachelor of Science - Mathematics
Lady Doak College
Project
Performance Analysis and Optimization of Gradient Boosting Machines
- Built ML models using XGBoost and LightGBM
- Performed Data Preprocessing and feature engineering
- Used Optuna for hyperparameter tuning
- Compared model performance using accuracy and training time
- Visualized results using Matplotlib
Credit Card Fraud Detection using Machine Learning
- Built a machine learning model to detect fraudulent transactions using Logistic Regression.
- Performed data preprocessing, feature scaling, and train-test splitting.
- Evaluated model performance using confusion matrix, precision, recall, and F1-score.
- Implemented using Python, Pandas, NumPy, and Scikit-learn.
https://github.com/Mee-mahe/Credit-Card-Fraud-Detection.git
https://github.com/Mee-mahe/Project.git