Nihil Sai Popuri

A data enthusiast with a strong foundation in SQL knowledge, big data handling, and machine learning basics. Proficient in utilising BI tools to drive insightful data analysis and support strategic decision-making. Committed to leveraging technical skills to contribute effectively to data-driven projects and enhance organisational performance.

Backend : Server-side development

Web : JavaScript, HTML, CSS

Data & Analytics Tools : Python, R, SQL, Power BI, Excel

Detecting AI-generated Faces Vs Real Faces Using Deep Learning

• Developed a deep learning-based system to classify AI-generated and real human faces, addressing challenges in deepfake detection and digital forensics
• Designed and trained convolutional neural network models (e.g., ResNet/EfficientNet) for binary image classification with high accuracy
• Built an end-to-end pipeline including data preprocessing, face detection, augmentation, and model evaluation

PREDICTION OF WEATHER FORECASTING USING MACHINE LEARNING

• Developed a machine learning model to predict weather conditions (e.g., temperature, rainfall, humidity) using historical meteorological data
• Performed data preprocessing including handling missing values, feature scaling, and time-series alignment
• Engineered features such as seasonal trends, rolling averages, and lag variables to improve model performance