GIRISH S M
Tumkur, Tumakuru, Karnataka, India
Summary
Hi, aspiring data scientist with a strong foundation in statistical analysis, machine learning, and data visualization. Skilled in programming languages such as Python, R, and SQL, with hands-on experience in data cleaning, feature engineering, and model building. I have done internship, projects and professional 6 months certification in data science. Eager to contribute to a dynamic team and further develop skills in data analysis, predictive modeling, and deployment of modeling to solve real-world problems.
Overview
1
1
Certification
Work History
Data Science Intern
AI Variant
Bengaluru
10.2024 - Current
- Cleaned and manipulated raw data.
- Created graphs and charts detailing data analysis results.
- Performed exploratory data analysis to identify patterns and trends in large datasets.
- Performed exploratory analysis on large datasets using Python libraries such as Pandas, NumPy, Scikit-Learn, and Matplotlib.
- Developed machine learning algorithms to predict.
- Implemented supervised and unsupervised learning algorithms such as random forest, KNN, SVM, logistic regression in Python and R environment for predictive analytics projects.
- Applied feature selection algorithms to predict potential outcomes.
- Tested, validated and reformulated models to foster accurate prediction of outcomes.
- Evaluated model performance metrics such as accuracy, precision, recall, F1 score.
- Built machine learning models for classification and regression problems.
- Documented data engineering workflows in Jupyter notebooks for reproducibility purposes.
- Model deployment involves selecting the high-accuracy model.
- Analyzed customer behavior using predictive analytics techniques such as regression, clustering, and decision trees.
- Managed time effectively to ensure tasks were completed on schedule and deadlines were met.
- Collaborated closely with team members to achieve project objectives and meet deadlines.
Education
Master of Technology - Mechanical Engineering
SHRI SIDDHARTHA INSTITUTE OF TECHNOLOGY
Tumkur12-2024
Bachelor of Engineering - Industrial Engineering And Management
SHRI SIDDARTHA INSTITUTE OF TECHNOLOGY
Tumkur10-2022
Skills
- Python, R
- SQL
- Data Science Concepts
- Machine Learning Algorithms
- Data Cleaning
- Data visualization
- Data management
- Exploratory Data Analysis
- Deployment of the model
- Problem-solving
Certification
- Data Science - ExcelR
Timeline
Data Science Intern
AI Variant
10.2024 - Current
Master of Technology - Mechanical Engineering
SHRI SIDDHARTHA INSTITUTE OF TECHNOLOGY
Bachelor of Engineering - Industrial Engineering And Management
SHRI SIDDARTHA INSTITUTE OF TECHNOLOGY
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