Academic and Internship Projects

Samarasimha Reddy
Blind Face Restoration and Image Enhancement
Apr, 2022 [Code]
Trained the GFP-GAN on the FFHQ dataset, generating color images from black and white and enhancing old images into high resolution.

Samarasimha Reddy
Evaluating LMU with Attention LSTM Models on Time Series Data
July, 2021 [Code]
Implemented LMU Models on timeseries data and evaluated them with attention LSTM models during my Research Internship at IIT Guwahati.

Samarasimha Reddy, Manikanta Sannidi
Face Recognition Based Attendance System
Jan, 2021 [Code]
Uses face recognition with Deep Learning and OpenCV to automatically mark attendance based on images captured.

Samarasimha Reddy
Life Expectancy Predictor
Jul, 2020 [Code]
Predicts life expectancy based on user input using extra tree regression, deployed on IBM Cloud.

Samarasimha Reddy, Rohit Singh, Avinash, Charupriya S
Movie Recommendation System
Jul, 2020 [Code]
Predicts movies based on user preferences using machine learning algorithms.

Samarasimha Reddy
Sentiment Analysis Model
Aug, 2020 [Code]
Determines sentiment from movie reviews using recurrent neural networks.

Samarasimha Reddy
Plagiarism Detector
Jul, 2020 [Code]
Examines text files for plagiarism using sklearn, deployed on AWS Cloud.

Samarasimha Reddy
Customer Churn Predictor
May, 2020 [Code]
Analyzes complex data patterns to predict customer churn in banks, enabling tailored retention strategies.

Samarasimha Reddy
Voice Controlled Home Automation
Mar, 2019 [Code]
Controls home devices using voice commands via IoT and NodeMCU.