Ankita Singh Annkkitaaa

Working as a Data Scientist at Networth Corp. Developing a topic modeling pipeline, designing an evaluation framework, and building a robust chunking module for efficient text preprocessing.
Worked as a Data Science Intern at Infinite Analytics. Developed a Q-learning-based campaign optimization model to improve marketing strategies. Analyzed campaign metadata, extracting insights to boost engagement and targeting.
Worked as a Research Intern at IIT (ISM) Dhanbad. Applied Graph Neural Networks (GNN) to analyze a dataset of yoga images, identifying joint points as nodes in the network

DeFi Risk Analysis and Prediction System for Ethereum :The DeFi Risk Analysis and Prediction System is a web application designed to collect, process, and analyze data from decentralized finance (DeFi) protocols and the Ethereum blockchain. The application leverages machine learning techniques to assess the risk levels of various DeFi assets and provide predictions based on user inputs.
Cryptanalysis Using LSTM Networks: Developed a model utilizing LSTM networks to analyze time series data for cryptographic applications, enhancing security analysis.
Paillier Homomorphic Encryption: Implemented the Paillier homomorphic encryption scheme to demonstrate secure data processing capabilities, focusing on privacy-preserving computations.
Ingredient Weight Estimation Model: A machine learning model that estimates weight percentages of various ingredients in food items using NLP and Random Forest regression.
Sign Language Detector: Created a sign language detection system using computer vision techniques, aiming to bridge communication gaps for the hearing impaired.

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