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Student - Data Science & Machine Learning
πŸ’­
Student - Data Science & Machine Learning

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GnS004/README.md

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πŸ‘©β€πŸ’» About Me

🌟 Quick Facts

Hello!

I'm a Data Science Enthusiast and Business Analyst Intern at Lettrblack, focused on extracting insights from data and building intelligent ML systems. Currently pursuing my Bachelor's in Computer Applications, Majoring in Data Science & AI.

🌱 Learning Advanced ML, ETL Pipelines, and Deep Learning
πŸ† IIT Kharagpur Data Science Hackathon Pre-Finalist (Top 20/800+)
🀝 Looking for Data Science/ML internships opportunities
πŸ“ Based in Lucknow, Uttar Pradesh, India

πŸ’» Tech Stack

class DataScientist:
    def __init__(self):
        self.name = "Garima Srivastava"
        self.role = "Business Analyst Intern"
        self.education = "BCA Student @ SRMU"
        self.location = "Lucknow, India"
        
    def get_skills(self):
        return {
            "languages": ["Python", "C++", "SQL", "HTML", "CSS"],
            "ml_frameworks": ["Scikit-learn", "TensorFlow", "PyTorch"],
            "data_tools": ["Pandas", "NumPy", "Matplotlib", "Seaborn"],
            "visualization": ["Tableau", "IBM Cognos", "Excel"],
            "expertise": ["ETL", "Feature Engineering", "Model Deployment"]
        }
    
    def current_focus(self):
        return "Building predictive models & analytics solutions πŸš€"

πŸ› οΈ Technical Arsenal

🎯 Programming & ML

Languages

Machine Learning & Data Science

πŸ“Š Data & Visualization Tools

Data Visualization & BI

Development & Tools


πŸ“ˆ GitHub Analytics & Achievements


πŸ’Ό Professional Experience

🏒 Business Analyst Intern @ Lettrblack

Nov 2025 - Present | Remote

  • πŸ“Š Conducting data analysis and market research to identify business opportunities and trends
  • 🀝 Collaborating with cross-functional teams to gather requirements and recommend data-driven solutions
  • πŸ“ˆ Creating comprehensive reports and visualizations using Excel and analytics tools
  • πŸ’‘ Delivering actionable insights to support strategic decision-making

πŸŽ“ Education & Certifications

πŸŽ“ Academic Background

Bachelor of Computer Applications (BCA) - DS & AI
πŸ“ Shri Ramswaroop Memorial University πŸ“… Aug 2023 - May 2026
🎯 CGPA: 7.9/10.0

πŸ† Achievements & Competitions

πŸ₯ˆ IIT Kharagpur Data Science Hackathon - Pre-Finalist (2025)

  • Selected as one of 20 pre-finalists from 800+ participants
  • Demonstrated strong problem-solving and analytical skills under time constraints

🎯 Summer Analytics Workshop - IIT Guwahati (2024)

  • Completed intensive hands-on workshop covering advanced analytics techniques
  • Covered statistical modeling and machine learning algorithms
πŸ“œ Professional Certifications

βœ… Data Science 101 - IBM (2025)
βœ… ETL in Python and SQL - LinkedIn Learning (2025)
βœ… IBM Cognos Analytics - IBM (2024)

πŸ”¬ Core Competencies
  • πŸ€– Supervised & Unsupervised Learning
  • πŸ“Š Regression & Classification Models
  • πŸ” Exploratory Data Analysis (EDA)
  • πŸ› οΈ ETL & Feature Engineering
  • πŸ“ˆ Model Evaluation & Deployment
  • πŸ“‰ Statistical Modeling
  • 🎨 Data Visualization & Storytelling
  • πŸš€ Model Optimization & Tuning

πŸ“¬ Connect With Me

LinkedIn Email GitHub Linktree

πŸ“ Location: Uttar Pradesh 226028, India


🐍 Contribution Snake

Snake animation


🌟 "Turning data into insights, insights into impact" 🌟

Feel free to explore my repositories and connect with me!

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  1. Customer-Churn-Prediction Customer-Churn-Prediction Public

    Built a machine learning model to predict if customers will leave a company. It uses a Random Forest Classifier, improves the model with RandomizedSearchCV, and explains results using SHAP. To find…

    Jupyter Notebook 1

  2. Smart-Surveillance-System-using-Computer-Vision Smart-Surveillance-System-using-Computer-Vision Public

    A computer vision-based smart surveillance system for fire, smoke, and garbage detection using deep learning.

    Python

  3. Covid-weather-analysis---DA- Covid-weather-analysis---DA- Public

    Using datasets on COVID-19 mortality rate and weather aspects such as temperature, ozone levels, and humidity levels with dates persisting through the pandemic, to present the method of analyzing w…

    Jupyter Notebook

  4. Customer-Behavior-Analysis-Insights Customer-Behavior-Analysis-Insights Public

    Customer Behavior Analysis & Insights is a data analytics capstone project that examines how users interact with a website using Google Analytics data. It uncovers patterns in customer journeys, en…

    Jupyter Notebook

  5. House-Price-Prediction House-Price-Prediction Public

    Built a Ridge Regression model to accurately predict house prices. The project included data cleaning, feature engineering, model training, and evaluation. Achieved an RΒ² score of 0.85.

    Jupyter Notebook 1