Work Experiance

Data Science Intern

Unified Mentor • Remote • Feb 2025 – Mar 2025 (2 months)

  • Performed data analysis, EDA, and built machine learning models using Python, Pandas, NumPy, and Scikit-learn.
  • Created automated EDA reports and developed predictive models to support business decisions.
  • Optimized ML models and improved data visualization for effective communication of insights.

Key Prjects

  • Laptop Price Prediction: ML model using XGBoost & Random Forest; deployed with Streamlit.
  • OCD Patient Analysis: EDA + ML for health data insights; evaluated with accuracy, skewness, kurtosis.
  • Netflix Data Analysis: Explored trends in content using Pandas, Matplotlib, Seaborn.
Data Science Intern Certificate

Generative Ai Job Simulation

BCGX • Remote • August 2024 (5 Days)

Worked on developing an AI-powered financial chatbot during a job simulation with BCG's GenAI Consulting team, gaining hands-on experience in Python, data analysis, and NLP in a real-world context.

  • Practiced Python with libraries like pandas for data manipulation and analysis.
  • Utilized Excel and Python to process financial datasets.
  • Applied NLP techniques and rule-based logic on 10-K and 10-Q reports.
  • Built a chatbot prototype providing user-friendly financial insights and analysis.
Generative AI Job Simulation Certificate

Data Science Job Simulation

BCGX • Remote • August 2024 (11 days)

Worked on a customer churn analysis simulation with XYZ Analytics, applying Python-based data science techniques and delivering an executive summary to present actionable insights.

  • Analyzed client data using Python, Pandas, and NumPy with visualizations for trends.
  • Built and optimized a Random Forest model with 85% accuracy in churn prediction.
  • Delivered an executive summary with actionable insights for leadership decisions.
Data Science Job Simulation Certificate

Data Analysis job Simulation

Accenture • Remote • August 2024 (3 days)

Completed a data analysis simulation with Accenture, advising a hypothetical social media client through data-driven insights and presentations.

  • Cleaned, modeled, and analyzed 7 datasets to identify content trends for strategic decisions.
  • Created a PowerPoint deck and video presentation to communicate insights to stakeholders.
  • Gained hands-on experience in data analysis, storytelling, and client-focused presentations.
Data Analysis Job Simulation Certificate