Amrita Thakur Email & Phone Number

I am a Data Scientist specializing in generative AI, machine learning (ML), natural language processing (NLP), explainable AI (XAI), and time-series analysis, with a deep focus on solving real-world problems through innovative AI solutions. I have worked across diverse domains, delivering impactful projects that leverage the power of data and AI to transform processes and outcomes.In healthcare AI, I contributed to developing a Risk Stratification System using claims data on the AWS SageMaker platform, predicting high-risk patients to optimize care and reduce treatment costs. Additionally, I worked on automating mental health workflows, integrating LLMs to build a Magic Progress Note Pipeline, automating the generation of patient interview notes and summaries to enhance clinician efficiency.In NLP and generative AI, I have built systems for emotion classification, working on projects that analyze video, audio, and transcripts to assist in mental health assessments. I also developed a 9-Box Grid Recommender System for talent management and built an Employee Well-Being Chatbot using Langchain, driving employee engagement and well-being in organizations.My experience in time-series analysis includes building an end-to-end Revenue Prediction System using Databricks and contributing to an XAI Dashboard in Tableau for post-performance evaluations. I have also applied BERTopic for topic modeling and integrated Twitter sentiment analysis into revenue models, helping organizations forecast more accurately.With a strong foundation in AI model building, data analysis, and a passion for problem-solving, I continuously seek out opportunities to leverage AI and data science to create meaningful and impactful solutions across industries.Core Competencies:Machine Learning (ML) & Deep Learning (DL)NLP, Sentiment Analysis, and Chatbot DevelopmentExplainable AI (XAI) & Data TransparencyTime Series Analysis & ForecastingHealthcare AI Solutions & Risk StratificationRecommender Systems & Talent ManagementAWS SageMaker, Databricks, LLMs, LangchainI am committed to driving innovation and delivering high-impact solutions that address complex challenges in a data-driven world. Feel free to connect if you'd like to collaborate or discuss AI-driven solutions!