Programming & Data
Python, SQL, Pandas, NumPy
YOUR FULL NAME
Fresher • B.Tech AI & Data Science
City, State
your.email@example.com
+91-90000-00000
linkedin.com/in/yourprofile
github.com/yourhandle
your-portfolio.example.com
Summary
Analytical and detail-oriented AI & Data Science graduate skilled in data analysis, Python programming, and predictive modeling. Aiming to leverage data-driven insights to enhance decision-making and contribute to innovative AI applications.
Education
B.Tech in Artificial Intelligence and Data Science • Your University
Aug 2021 – May 2025 • City, State
Skills
ML & Modeling
scikit-learn, TensorFlow, PyTorch, XGBoost
Visualization
Matplotlib, Plotly, Seaborn
Data Ops
Git, Docker, Linux, Jupyter, FastAPI
Topics
EDA, Feature Engineering, Time Series, Model Evaluation
Projects
Retail Sales Forecasting •
Python, Pandas, ARIMA/Prophet
- Built time-series models with cross-validation; reduced MAPE by 12% vs baseline.
- Automated data prep and holiday features; produced weekly forecast plots.
Customer Churn Classification •
scikit-learn, XGBoost
- Engineered features from product usage and payments; ROC-AUC 0.89.
- Performed SHAP analysis to explain drivers of churn to stakeholders.
NLP News Topic Classifier •
TF-IDF, Linear SVM
- Preprocessed headlines; macro-F1 0.86 with stratified CV.
- Logged experiments and metrics for reproducibility.
Internships / Experience
Data Science Intern • Company Name
Jun 2024 – Aug 2024 • Remote
- Built EDA reports and dashboards for weekly product metrics.
- Developed churn model POC; packaged as REST API with FastAPI.
Achievements
- Kaggle Bronze medal equivalent in a campus competition.
- Solved 150+ SQL and Python challenges.
Certifications
- Google Data Analytics — 2024
- Machine Learning Specialization — 2024