Mehak Dogra

PrefiSense | Python (Scikit-learn, Keras, Tensorflow, NumPy, Pandas, Matplotlib), Streamlit, Git
• Assesses alignment between user prompts and chatbot responses, selects the most intent-matched reply.
July 2024
• Used NLP techniques for data preprocessing, tokenization, and cleaning to prepare data for model training.
• Deployed through an interactive Streamlit interface for real-time evaluation.

FinPredictor- Financial Prediction and Analysis | NumPy, Pandas, Matplotlib, Scikit-learn, Git
April 2024
• Predicts company’s performance based on financial indicators such as P/E ratio, EBITDA, P/B ratio, ROE and
sales growth.
• Identifies whether the company’s stock is a value stock, aiding in informed investment decisions.

Nova | Python
Dec 2023
• A desktop-based personal assistant designed to streamline daily tasks through voice-activated commands.
• Performs diverse functions, including managing to-do lists, playing music, providing weather updates, sharing
real-time news, narrating jokes and stories, conducting Google and YouTube searches, executing advanced
mathematical computations, and facilitating communication through email and WhatsApp messaging.