Nikhil Gudipally
Data Scientist @Ravin It Solutions
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WORK HISTORY
Data Scientist @Ravin It Solutions
Frisco, TX, US
Optimized AI-driven medical analytics by executing end-to-end data science workflows—including data collection, preparation, feature engineering, hypothesis testing, and dimensionality reduction—resulting in a 30% reduction in model development time.Designed and fine-tuned advanced ML models, including XGBoost, GANs, and LSTMs, implementing data preprocessing, transformation, and anomaly detection, leading to a 15% increase in model accuracy and significantly enhancing customer experience.Built and maintained scalable data ingestion & analytics pipelines for transaction logs, customer purchase history, and website interactions using Python, NumPy, Pandas, and MLflow, ensuring high-performance data processing and real-time insights.Pioneered MLOps automation by developing Variational Autoencoder-based anomaly detection for wearable device data, streamlining predictive maintenance and operational efficiency.Integrated AutoML-driven hyperparameter tuning, improving model optimization workflows and accelerating time-to-market for AI solutions.
EDUCATION
Northeastern University
Master of Science - MS
Gandhi Institute of Technology & Management (GITAM) University, Visakhapatnam
Bachelor of Technology - BTech
ABOUT NIKHIL GUDIPALLY
I’m a Data Scientist specializing in machine learning, data quality, and scalable…
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