Rushda Ismail Aslami

About

MSc Data Science fresher (CGPA 9.30/10) with hands-on experience across ML, deep learning, NLP, computer vision, data visualization, time series forecasting, and REST API development. Passionate about turning real-world data into actionable insights - from predicting geopolitical commodity shocks to building full-stack data applications

Experience

• Data Science Intern
  Codec Technologies
  2026 – 2026
• Python & SQL Intern
  Hope Foundation
  2024 – 2024

Education

• Master of Science
  NMKRV College for Women
  Data Science · 2024 – 2026
• Bachelor of Science
  NMKRV College for Women
  Computer Science, Mathematics · 2021 – 2024
• Science
  NMKRV College for Women
  PCMB · 2019 – 2021
• SSLC
  Carmel Convent High School
  2019 – 2019

Skills

• Deep Learning
• Python
• Forecasting
• Data Cleaning
• Feature Engineering
• NumPy
• Pandas
• scikit-learn
• TensorFlow
• Keras
• REST API Development
• Predictive Modeling
• R
• LLM Applications
• XGBoost
• uvicorn

Projects

• AI-Based Resume Screening Agent
  Ollama, Python, Streamlit

  Built an offline resume screening system to score resume-job fit with skill matching and hiring recommendations.

• Demand Forecasting for Retail (Walmart)
  Prophet, XGBoost, LSTM

  Forecasted weekly sales across stores and departments using lag and rolling features, holiday effects, promotions, and economic indicators.

• Predictive Maintenance for Manufacturing
  NASA CMAPSS, Random Forest, XGBoost, LSTM

  Predicted engine remaining useful life using sensor data and engineered rolling features; LSTM outperformed tree-based baselines.

• IndiScan — OCR System for Handwritten Devanagari
  CNN, CRNN, CTC

  Built an end-to-end OCR pipeline for handwritten Devanagari with script-specific preprocessing, dataset cleaning, relabeling, and post-OCR correction.

• GEOPULSE — Crisis-Driven Commodity Price Forecaster
  Prophet, LSTM, SHAP, Streamlit, Groq llama3-70b

  Forecasting commodity price cascades across four economies from geopolitical crises, with a Streamlit dashboard and LLM agent layer for plain-English crisis briefings.

Courses & certifications

• Python & SQL Internship Certification · Hope Foundation · 2024
• Machine Learning · NPTEL
• Data Science · Infosys Springboard
• Big Data & Generative AI · NIT Patna

🏆 Achievements & awards

• Maintained 92%+ Across MSc Semesters

  Maintained 92%+ across all three semesters of MSc Data Science with a CGPA of 9.30/10.

• End-to-End Academic Project Portfolio

  Completed academic projects across ML, NLP, deep learning, computer vision, and REST API development.

• GEOPULSE Development

  Developing an end-to-end geopolitical commodity price forecasting system integrating LSTM, SHAP explainability, and LLM agents.