P. Vyshnavi Royal

About

Data Analyst with hands-on experience in predictive modeling, forecasting pipelines, and business intelligence dashboards. Skilled in Python, SQL, Power BI, and machine learning, with experience turning raw operational data into actionable insights across recruitment, e-commerce, and predictive maintenance use cases.

Experience

• Data Analyst
  Galactix Solutions Pvt. Ltd.
  Jun 2026 – Present
• Data Science Intern
  EDUBOT
  Jun 2024 – Jul 2024

Education

• B.Tech in Computer Science & Engineering
  SRM University AP
  Computer Science & Engineering · Sep 2022 – May 2026

Skills

• SQL
• Git
• Google Colab
• Python
• Power BI
• VS Code
• Feature Engineering
• Matplotlib
• NumPy
• Pandas
• Streamlit
• scikit-learn
• Predictive Analytics
• Excel
• Statistical Analysis
• REST APIs
• Model Validation
• C++
• Isolation Forest
• Ceipal ATS
• Time-Series Forecasting
• Tcn
• Gru

Projects

• E-commerce Discount Analysis Dashboard
  Python, SQL, Power BI

  Analyzed e-commerce product datasets to identify suspicious discount patterns, seller performance trends, and category-wise business insights. Built an interactive Power BI dashboard visualizing pricing trends and discount distributions.

• Hybrid AI Model for Battery Remaining Useful Life (RUL) Prediction
  Python, Deep Learning, TCN, GRU

  Developed a hybrid deep learning pipeline combining TCN and GRU to predict remaining useful life of lithium-ion batteries using the NASA battery dataset. Engineered degradation features, applied anomaly detection, and benchmarked multiple architectures.

• Recruitment Demand Forecasting & Workforce Analytics Platform
  Python, Streamlit, Scikit-learn

  Built an end-to-end forecasting platform that detects dataset granularity and supports weekly, monthly, and yearly recruitment demand forecasting. Engineered time-series features, developed adaptive forecasting logic, and built an executive Streamlit dashboard with KPI cards and model comparison views.

Courses & certifications

• MongoDB Basics · MongoDB University
• HackerRank SQL (Intermediate) · HackerRank
• Data Science Internship Certificate · EDUBOT