Kavita Shantiwal

Data Scientist — Python · ML · Deployment

About Skills Projects Experience Education Contact
Download Resume

Hi — I'm Kavita, a Data Scientist

I build machine learning models and deploy data products that help organizations make smarter decisions. Skilled in Python, SQL, Power BI, and modern ML frameworks — learning Docker, Kubernetes & AWS for scalable deployments.

About

I transform raw datasets into predictive models and dashboards. My projects include sales forecasting (Walmart), housing price modeling, and medical diagnosis models. I deploy models with Flask/Django and create dashboards with Power BI and Plotly to make results actionable.

Skills

Python

Python & Data

Pandas, NumPy, SQL, MySQL, data cleaning & ETL.

TensorFlow

Machine Learning

Scikit-learn, XGBoost, Random Forest, KNN, model evaluation & tuning.

Power BI

Visualization

Power BI, Matplotlib, Seaborn, Plotly — dashboards & storytelling.

Django

Deployment & Web

Django, Flask, API design — model serving & simple web UIs.

Docker

Cloud & DevOps

Docker, Kubernetes (learning), AWS (S3, EC2), CI/CD basics.

NumPy

Analytics

Feature engineering, statistical testing, forecasting, time series.

Projects

Walmart Prediction

Walmart Sales Forecasting

Random Forest forecasting with automated preprocessing and feature engineering.

View on GitHub →
Dragon Real Estate

Dragon Real Estate Price Prediction

RandomForestRegressor pipeline, RMSE tuning, and Flask API for live predictions.

View on GitHub →
COVID Prediction

COVID-19 Diagnosis Model

Classification study using Logistic Regression, KNN, XGBoost, and a Django dashboard for interaction.

View on GitHub →

Experience

Zucol, Jaipur — Data Analyst

Mar 2023 – Jun 2024
  • Conducted EDA using Pandas & Matplotlib to extract business insights.
  • Built automated ETL scripts to pull and clean data from MySQL.
  • Designed predictive models in Scikit-learn for operational improvements.
  • Delivered Power BI dashboards to enhance decision-making.

Samyak IT Solutions Pvt Ltd — Data Science Intern

Apr 2022 – Aug 2022
  • Cleaned and prepared data for machine learning workflows.
  • Created visual reports and dashboards using Power BI and Seaborn.
  • Supported model validation and statistical analysis reporting.

Education

🎓 B.Sc. in Mathematics — Kanoria PG College, Jaipur

📜 Certification: Data Science & Machine Learning — Samyak Infotech

Currently learning: Docker, Kubernetes, AWS for scalable ML deployments.