I am Sanjana Sharma, a Bachelor of Computer Applications (BCA) student specializing in Artificial Intelligence & Data Science at the School of Computing, Graphic Era Hill University, Bhimtal.
I enjoy working across the complete data workflow, from cleaning and querying data with SQL, to exploratory analysis, machine learning, and presenting insights through dashboards and web applications. I focus on building practical, application-oriented projects that solve real problems, and I am actively preparing for Data Science and Analytics internship roles.
| Degree | Institution | Specialization |
|---|---|---|
| Bachelor of Computer Applications (BCA) | Graphic Era Hill University, Bhimtal, Uttarakhand | AI & Data Science (School of Computing) |
Relevant coursework: Machine Learning · Data Analytics · Algorithm Design · Computer Networks · Web Development
| Area | What I work with |
|---|---|
| Data Analytics | Data cleaning, EDA, SQL queries, KPI dashboards |
| Machine Learning | Classification, model evaluation, feature engineering, explainability (SHAP) |
| Deep Learning | Convolutional Neural Networks for image-based tasks |
| Statistics | Descriptive statistics, hypothesis testing fundamentals |
| Fundamentals | Algorithms, computer networks, web development |
BCA Final Year Project
A web application that recognizes human facial expressions from images using a Convolutional Neural Network (CNN) trained on the FER2013 dataset.
- Tech Stack: Python, TensorFlow/Keras, OpenCV, Flask
- Highlights: Image preprocessing, CNN model training, face detection, web interface for predictions
- Repository: View Project
End-to-end Data Science project (in progress)
A complete data science workflow to identify customers likely to churn and support retention strategy decisions.
- Tech Stack: Python, Pandas, NumPy, SQL, SciPy, Scikit-learn, SHAP, Power BI, Streamlit
- Scope: Data quality checks, SQL analysis, churn definition, EDA, statistical testing, feature engineering, model building, explainability, customer segmentation, dashboard and app
- Repository: View Project
Data Analytics project
An interactive dashboard that tracks sales KPIs and trends to support business decision-making.
- Tech Stack: Power BI, Data Analytics
- Repository: View Project
- Secure a Data Science / Data Analytics internship and contribute to real-world, data-driven projects
- Build a strong portfolio of end-to-end projects with clear business impact
- Grow towards a career in machine learning and analytics in the IT industry
- 🔹 Completing my Churn & Retention Intelligence System portfolio project
- 🔹 Strengthening SQL, statistics and machine learning fundamentals
- 🔹 Improving project documentation and interview preparation
I am open to internships, collaborations and learning opportunities in Data Science, Data Analytics and Machine Learning.
- LinkedIn: linkedin.com/in/your-profile
- Email: sanjana.sharmaa7654@gmail.com
Thank you for visiting my profile. Feel free to explore my work! ⭐