I am a Data Scientist in training specializing in time-series forecasting, anomaly detection, and deep learning systems. I build end-to-end machine learning pipelines focused on predictive accuracy, optimization, and real-world impact.
🔹 Experienced with large-scale datasets (12M+ records)
🔹 Focused on sustainability analytics & intelligent prediction systems
🔹 Passionate about solving real-world problems using AI-driven solutions
🎓 BTech CSE – Artificial Intelligence & Machine Learning
🏫 Sharda University | Expected Graduation: June 2027
Python SQL Pandas NumPy Scikit-learn TensorFlow Keras
Time Series Forecasting LSTM GRU ARIMA
Regression Classification Clustering
Feature Engineering Hyperparameter Tuning
Model Evaluation Anomaly Detection
EDA Statistical Analysis Data Wrangling
Power BI Excel Git GitHub
Jupyter Notebook Google Colab Kaggle
- Built hybrid LSTM-GRU architecture on 12M+ records.
- Achieved 70% RMSE reduction over traditional models.
- Implemented residual-based anomaly detection with 99.94% accuracy.
- Developed carbon-aware forecasting models.
- Enabled sustainability-driven deployment insights.
- Achieved 85%+ prediction accuracy.
- Designed CNN model for MRI classification.
- Achieved 95.18% accuracy and improved generalization.
💡 All projects include complete data preprocessing, model evaluation, and performance comparison workflows.
🔹 Social Winter of Code (SWOC) – Season 5
- Automated preprocessing pipelines reducing manual effort by 60%.
🔹 GirlScript Summer of Code (GSSOC) '24 Extended
- Ranked 641 among 60,000+ contributors.
- Improved model performance through preprocessing optimization.
- HackerRank SQL (Basic) — Verified
- HackerRank SQL (Intermediate) — Verified
- HackerRank SQL (Advanced) — Verified
- Advanced SQL for Data Analytics
- Data Structures & Algorithms
- Real-time ML Pipelines
- Model Deployment & MLOps Basics
Currently focusing on improving model deployment and production-ready ML workflows.
- Email: Khushi Dua
- LinkedIn: Khushi Dua
- LeetCode: Khushi Dua
- Codolio:Khushi Dua
⭐ Open to Data Science & Machine Learning Internship Opportunities.
- B.Tech in Computer Science & Engineering (AIML), Sharda University — 2023-Present
- Higher Secondary School (12th) ,Vishal Bharti Senior Secondary School— [2022-2023]
- Build production-ready machine learning systems and deploy scalable AI solutions.
- Contribute to impactful open-source AI and data science projects.
- Apply machine learning to sustainability, healthcare, and intelligent analytics systems.