Muskan Rastogi

AI/ML Engineer with 2+ years of experience at Wipro Limited in building production-grade machine learning models and Generative AI applications. Proficient in RAG pipelines, model optimization, and deploying scalable solutions using PyTorch, Docker, and Kubernetes. Seeking opportunities to deliver high-impact AI solutions.

AI/ML Engineer at Wipro Limited (2022-04 – 2024-11)

Building production-grade machine learning models and Generative AI applications with focus on model optimization and scalable deployment.

• Designed and deployed ML models for prediction and classification using Regression, Random Forest, and Gradient Boosting, improving accuracy by 18% and reducing inference time by 40% on 500K+ records.
• Built end-to-end ML pipelines for data collection, cleaning, preprocessing, and feature engineering using Pandas and Scikit-Learn, handling 1M+ records.
• Enhanced model performance through hyperparameter tuning and cross-validation, achieving 15% improvement in F1-score.
• Conducted deep Exploratory Data Analysis (EDA) and created interactive dashboards with Matplotlib, Seaborn, and Tableau to deliver actionable business insights.

B.Tech in Computer Science & Engineering – Geeta Engineering College (2018-08 – 2022-07)

Advanced Certification in Generative AI & LLMs – LearnBay (2024-12)