Fathimath Samna 123

Data Analyst or Software Engineer

Puttur, Karnataka 85 · Excellent

About

Data Science undergraduate with strong skills in Python, SQL, and Machine Learning. Hands-on experience in data analysis, regression, classification, and predictive modeling. Experienced in building end-to-end machine learning pipelines including data cleaning, feature engineering, model evaluation, and hyperparameter tuning. Improved model performance by up to 15% using cross-validation and optimization techniques. Seeking entry-level Data Analyst or Software Engineer role in the IT industry.

Skills & Expertise (32)

Data Wrangling Advanced

8.0/10

Years Exp

Pandas Advanced

8.0/10

Years Exp

NumPy Advanced

8.0/10

Years Exp

scikit-learn Advanced

8.0/10

Years Exp

EDA Advanced

8.0/10

Years Exp

Data Cleaning Advanced

8.0/10

Years Exp

Python Advanced

8.0/10

Years Exp

SQL Intermediate

7.5/10

Years Exp

Matplotlib Intermediate

7.5/10

Years Exp

Seaborn Intermediate

7.5/10

Years Exp

Hyperparameter Tuning Intermediate

7.0/10

Years Exp

Microsoft Excel Intermediate

7.0/10

Years Exp

Jupyter Notebook Intermediate

7.0/10

Years Exp

Statistical Analysis Intermediate

7.0/10

Years Exp

Cross-Validation Intermediate

7.0/10

Years Exp

Model Evaluation Intermediate

7.0/10

Years Exp

Classification Intermediate

7.0/10

Years Exp

Regression Intermediate

7.0/10

Years Exp

Feature Engineering Intermediate

7.0/10

Years Exp

Data Structures Intermediate

6.5/10

Years Exp

MySql Intermediate

6.5/10

Years Exp

GitHub Intermediate

6.0/10

Years Exp

VS Code Intermediate

6.0/10

Years Exp

OOPs Intermediate

6.0/10

Years Exp

Git Intermediate

6.0/10

Years Exp

DBMS Intermediate

6.0/10

Years Exp

Operating systems Intermediate

5.5/10

Years Exp

Analytical Thinking Problem Solving Team Collaboration Communication Critical thinking

Work Experience

Data Science Intern

Intern Alpha

Jan 2026 - Jan 2026

Cleaned and standardized 75,000+ raw records using Python (Pandas, NumPy) and regular expressions, reducing inconsistencies by 7%. Built and evaluated 5+ classification models using Scikit-learn, improving accuracy by 8% over baseline. Implemented complete ML pipeline including preprocessing, feature engineering, k-fold cross-validation, and model evaluation. Conducted exploratory data analysis (EDA) and statistical analysis to identify important predictive features.

Data Science / Data Analytics Intern

Maincraft Technology

Dec 2025 - Dec 2025

Performed data extraction and transformation using SQL (JOIN, GROUP BY, subqueries) and Python. Developed regression and classification models for predictive analytics. Created dashboards and visualizations using Matplotlib, Seaborn, and Excel. Applied hyperparameter tuning and cross-validation to improve model performance.