Bangalore, Karnataka 560100
(+91)838189XXXX \
July 2023
- Business Analyst
- Worked with a dynamic team ensuring proper wind turbine functionality for a leading manufacturer.
- Responsible for analyzing troubleshooting data and conducted extensive Exploratory Data Analysis (EDA) to identify trends and patterns in the data, contributing valuable insights to prevent downtime.
- Applied advanced statistical and machine learning techniques for data-driven decision-making.
- Tools Used: Python, MS Excel, SQL
- Institute of Science
- MSc. in Statistics and Computing, 2023
- CGPA: 7.85
- BSc. Statistics (Hons.), 2021
- CGPA: 7.85
April 2023
- Developed a hierarchical classification model for categorizing songs into root genres and sub-genres.
- Applied a Selective Top-Down Approach to efficiently address the classification challenge.
- Successfully trained SVM, K-NN, and MLP algorithms on a high-dimensional dataset of 50,000 songs, achieving accuracies ranging from 0.65 to 0.58 at non-leaf nodes.
- Currently preparing a research paper for publication.
- Programming Languages: Python, C++, R, JavaScript, HTML, CSS, FORTRAN, SAS
- Tools & Technologies: MS Excel, Data Analysis, Machine Learning, Version Control
- CS Fundamentals: Data Structures and Algorithms, Problem Solving
- ISI Winter School on Deep Learning 2022
- Gained foundational knowledge in Deep Learning, including NLP, Image Processing, and CNN.
- Data Science for Engineers (NPTEL)
- Acquired fundamental data science concepts, hypothesis testing, regression, classification, and clustering.
- Solved over 500 problems on Leetcode, HackerRank, and GeeksForGeeks. Covered topics like recursion, backtracking, sorting, trees, linked lists, heaps, and dynamic programming.
- Contributed to NASA's Sungrazer Project focused on comet discovery. Conducted real-time image processing on data received from NASA's SOHO orbiter, analyzing images for potential comets. Identified and reported previously undiscovered comets.
- Over 6 years of experience in Astrophotography, and successfully sold self-shot Astrophotographs. Authored more than 25 astronomy articles on the blog IndianSky, amassing a viewership of 7,000+.