This software was designed with the purpose of anomaly detection and correction for time series water sensor data. This software was developed using the Logan River Observatory data set.

Detectify is a deep learning system that detects AI-generated fake videos (deepfakes) using CNN and LSTM-based RNNs. Trained on datasets like Face-Forensic++, Deepfake Detection Challenge, and Celeb-DF, Detectify offers real-time video manipulation detection to combat misinformation and misuse of deepfake technology.

Sentiment Analysis Projects

This research introduces a fuzzy deep learning approach using LSTM models to enhance fake news detection. The model effectively captures long-range dependencies in textual data, achieving high accuracy while addressing the inherent uncertainty in the detection process.

Fake News Detection using LSTM

Server simulation for monitoring remaining useful life of turbofan jet engines

Django Application for Sentiment Analysis of Ukrainian texts

Bitcoin is a decentralized digital currency that operates without a central authority or single administrator.

Generating Captions for Images using NLP and Bleu metrics.

An analysis of stock prices on the S&P 500. Uses LSTM modeling to predict stock prices.

Simpsons script generators using RNNs with Tensorflow

Comparative study of LSTM vs. BERT for Sentiment Analysis. Proves BERT achieves 88.2% accuracy while LSTM offers superior real-time efficiency. 📄 Published in IJISCT (2025).

YBIGTA DA 21-여름학기 1차 프로젝트

Developed a system for recognizing Indian Sign Language gestures in real time using hand, pose, and face landmarks with deep learning along with AI chatbot and video gallery.

PredictAI is a comprehensive stock price prediction platform designed to assist users in making informed financial decisions. PredictAI's extensive database includes over 1,000+ top-performing NYSE-listed companies.

This is Udacity - Deep Learning Project 3 - Generate TV Script