Abhya Reddy Ambati

Selected Projects

Context Retention Assistant

A Python-based system for improving context retention and coherence in long-form conversations with language models. Uses advanced NLP techniques including BERT-based semantic similarity scoring and ROUGE-based lexical overlap analysis.

Python · BERT · PyTorch · NLP · Transformers

Text Drift Analyzer

An AI-powered tool for analyzing and detecting semantic drift in language model outputs. Features real-time monitoring, statistical analysis, and a beautiful visualization dashboard.

Python · PyTorch · Dash/Plotly · Sentence Transformers

Face Reader using TF & CV

A facial recognition and emotion detection system built using TensorFlow and OpenCV. Capable of real-time face detection, emotion classification, and facial feature analysis.

TensorFlow · OpenCV · Python · Deep Learning

FC-GPT (Fact Check GPT)

A machine learning-powered fact-checking system built with Streamlit that verifies and validates information in text. Helps users identify and verify factual claims in content.

Python · ML · Streamlit · NLP

Personal Expenditure Prediction

A personal finance tool that predicts individual spending patterns and helps manage personal expenses. Uses machine learning to analyze historical spending data and provide future expenditure forecasts.

Python · ML · Personal Finance · Data Analysis