PRAVEEN KUMAR
Panruti
Summary
Adaptable and analytical data enthusiast with a Post Graduate degree in Data Science and a strong foundation in statistical analysis and machine learning. Proficient in Python and Machine Learning, with a solid grasp of data visualization and statistical modeling. Effective at leveraging data-driven insights to drive impactful business decisions. Expertise in enhancing organizational performance through the strategic use of data.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Analytical Data Scientist
Wipro
01.2022 - Current
- Contributed to Wipro's data science team by focusing on the implementation of machine learning models to enhance the success rate of loan applications.
- Analyzed complex credit reports and property data to extract actionable insights for strategic decision-making
- Collaborated with cross-functional teams to identify key performance indicators and business metrics
- Developed a predictive model with boosting techniques that improved credit risk assessment accuracy by 6%
- Developed data visualization reports with Seaborn and Matplotlib to highlight property valuation trends across various regions
Project Engineer
Wipro
01.2021 - 01.2022
- Experience in Loan Origination System 'LOS' processes, ensuring seamless loan processing and compliance with industry regulations
- Assisted in analyzing business requirements and developed automated test scripts to validate the core functionalities
- Involved in analyzing system workflows and code changes to design detailed test plans, test cases and efficient test execution
- Delivered product demos highlighting key features and functionalities to effectively showcase product value
Software Developer
Green Point Global
03.2021 - 07.2021
- Skilled in developing web applications using MySQL and MongoDB.
- Served as a software developer intern.
- Developed full stack ASP.Net and MVC based web applications
Education
Post Graduate Program in AI And Machine Learning -
California Institute of Technology
Remote01-2024
BTech - Information Technology
Manakula Vinayagar Institute of Technology
01-2021
Skills
- Python Programming
- Machine Learning
- Scikit-Learn
- Statistical Analysis, Pandas, Numpy
- Matplolib, Seaborn
- TersorFlow
- Statistical Modelling
- SQL Databases
Personal Projects
- Employee Turnover Analytics - Classification model was trained using employee turnover data following an in-depth analysis of the dataset.
- Creating Cohorts of Songs - Clustering approach was employed to group songs into distinct cohorts, optimizing the song recommendation process.
Certification
- Python for Data Science, IBM
- Deep learning with TensorFlow, IBM
- Applied Data Science with Python, Simplilearn
- MTA: Programming Using Python, Microsoft
Publications
Design of Residual Networks for COVID - 19 Diagnosis and classification using chest X-Ray Images
IJEMA Journal - ISSN NO: 0886-9367 - VOLUME XIII, ISSUE VIII
Hobbies
- Artificial Intelligence
- Exploring new Technologies
Timeline
Analytical Data Scientist
Wipro
01.2022 - Current
Software Developer
Green Point Global
03.2021 - 07.2021
Project Engineer
Wipro
01.2021 - 01.2022
Post Graduate Program in AI And Machine Learning -
California Institute of Technology
BTech - Information Technology
Manakula Vinayagar Institute of Technology
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