"Turning raw data into actionable insights — one dataset at a time!"
Gold Medalist in M.Sc. Computer Science 🎓 with a passion for Data Science & Analytics. I specialize in Python, SQL, Machine Learning, Power BI, and Excel, building interactive dashboards and predictive models that drive business decisions.
I enjoy exploring real-world datasets, uncovering hidden patterns, and presenting actionable insights.
I’m open to freelance, full-time, or intern opportunities in Data Science, Analytics, Python Developer, and Full Stack Python.
💡 “Turning data into decisions, insights into action.”
Jan 2025 – Present | On-Site | Hyderabad, India
- Executed analytics projects on datasets (10k+ rows) using Python & Pandas.
- Performed EDA and anomaly detection to uncover actionable insights.
- Built interactive dashboards in Power BI and Google Sheets.
- Documented workflows & presented findings simulating real-world analytics projects.
Apr 2024 – Aug 2024 | Remote | Hyderabad, India
- Developed Employee Rewards & Recognition System using Python, Flask, MySQL, HTML/CSS, JS.
- Optimized database queries, improving performance by 30%.
- Implemented secure user authentication & session encryption.
- Prepared UML diagrams and technical documentation.
GitHub: Employee Rewards System | Certification: View Certification
Tools: Python, Pandas, ML, Streamlit**
Description:
- Predictive model for 50k+ employees, improving transparency in promotions.
- Engineered features (age/tenure buckets, performance flags) & preprocessed data.
- XGBoost model with 89% accuracy + SHAP explainability for fair decision-making.
- Dashboards deployed in Streamlit for HR insights.
GitHub: View Project
🎥 Project Video: https://github.com/user-attachments/assets/4f8b4294-297e-4914-b89d-1a1054c9cac8
Tools: Python, Pandas, KMeans, Apriori, Power Bi**
Description:
- Analyzed 770K+ transactions to identify trends and customer segments.
- RFM segmentation with KMeans into 4 key segments.
- Apriori algorithm for product bundling insights (>60% confidence).
- Interactive Power BI dashboards for executives.
Dashboard video: Customer Behavior Dashboard Video: | 🎥 Project Video: Watch Here
GitHub: View Project
Tools: Excel, PivotTables, Charts, Slicers, Reporting**
Description:
- Dynamic Excel dashboard tracking stock, reorder, and supplier performance.
- Enabled 30% faster stock analysis via interactive dashboards.
🎥 Dashboard Video: Watch Here
GitHub: View Project
Tools: Python, Flask, MySQL, HTML/CSS, JS
Description:
- Developed a secure Rewards & Recognition System for employees.
- Implemented user authentication, session encryption, and SQL injection prevention.
- Optimized database queries improving performance by 30%.
- Prepared UML diagrams & documentation for maintainability.
GitHub: View Project
🎥Project Video: Watch Here
Certification: View Certification
- M.Sc. Computer Science – Gold Medallist, Kasturba Gandhi PG College for Women | 2022 – 2024
- B.Sc. Mathematics, Physics, Computer Science, BMR Degree College | 2019 – 2022
- Data Science Training — TEKS Academy | Pursuing
- Data Visualization: Empowering Business Insights — Tata Group | Certificate
- Python 101 for Data Science — Cognitive Class | Certificate
- Data Science Scholarship Award — Flutter & United Way Hyderabad | Certificate
- Gold Medal – 1st Rank, M.Sc. Computer Science | Awarded by Telangana Governor View Award
- Certificate of Merit – Overall Topper: M.Sc.(CS) Program | Certificate
I’m open to freelance, full-time, or intern opportunities in Data Science, Analytics, Python Developer, and Full Stack Python.
Feel free to explore my projects, certificates, and dashboards above.
📬 Email: ayesha24banu@gmail.com
🔗 LinkedIn: linkedin.com/in/ayesha24banu
💻 GitHub: github.com/Ayesha24banu