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UnitedHealthGroup (OPTUM)
Data Scientist
June 19, 2026 – Present
NLP-Text-Preprocessing
January 25, 2026 – Present
About This project fetches "Top-Rated Movies from TMDb (The Movie Database) API", collects their metadata including Movie Title, Description (overview), Genres . The descriptions are cleaned and preprocessed for downstream analysis, NLP tasks or recommendation system projects. The final dataset is stored as a CSV file with preprocessed description
View ProjectStock-Market-Real-Time-Data-Analysis-Using-Kafka
September 4, 2025 – September 4, 2025
This project is an End-to-End Data Engineering pipeline for processing Real-Time Stock Market Data using Apache Kafka and various modern data engineering tools. The pipeline captures live stock data, processes it in real-time, and makes it queryable for analysis and insights
View ProjectHospital-patient-flow-analytics
September 3, 2025 – September 3, 2025
This project demonstrates a real-time data engineering pipeline for healthcare, designed to analyze patient flow across hospital departments using Azure cloud services. The pipeline ingests streaming data, processes it in Databricks (PySpark), and stores it in Azure Synapse SQL Pool for analytics and visualization.
View ProjectMultiagent-AI-Newsletter-generator
April 14, 2025 – May 22, 2025
An end-to-end LLM-powered AI Newsletter Generator built using LLaMA-3, CrewAI, and the Google Serper API. This app takes a user-defined topic and uses a team of autonomous agents to research, fact-check, and generate a well-structured newsletter with real-time information.
View ProjectText-to-SQL
April 14, 2025 – April 14, 2025
An end-to-end LLM-powered Text-to-SQL application built using LLaMA-3 with structured data and LangChain. This app takes natural language questions and generates corresponding SQL queries to retrieve data from a database.
View ProjectMedical-AI-Chatbot
April 9, 2025 – April 14, 2025
A smart Medical AI Chatbot built using open-source tools. This project uses HuggingFace for embeddings, Faiss CPU for vector storage, and Mistral as the conversational model, integrated with a Streamlit interface. Designed to assist users with basic medical inquiries through natural conversation.
View ProjectE-commerce-frontend
January 7, 2023 – January 13, 2023
E-commerce-frontend — GitHub repository
View ProjectEdEasy
September 30, 2021 – January 26, 2023
An eLearning tool and online class management system that can help teachers and students collaborate in real-time on assignments, projects, and grades.
View ProjectClassroom-Scheduler
June 25, 2021 – July 31, 2021
A scheduler application where the admin can schedule different batches for different teachers.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal projects in AI/ML and data engineering, which aligns well with an innovative and self-driven culture. The diversity of projects, from NLP to real-time data analytics and LLM applications, indicates a broad interest in the field. However, the lack of team-based projects or contributions to open-source initiatives makes it difficult to fully assess collaborative cultural fit.
Soft Skills & Operational Fit
The candidate's project descriptions suggest a problem-solving mindset and an ability to work on diverse technical challenges. The focus on end-to-end solutions implies an understanding of operational aspects, though direct evidence of collaboration or stress handling is not available from the provided data.