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jueeli97/README.md

Hi, I'm Jueeli Sawant πŸ‘‹

πŸ“Š Data Analyst | Business Intelligence | Data Scientist

MS Information Technology & Analytics @ Rochester Institute of Technology

Building data-driven products and AI-powered analytics solutions that help organizations make smarter business decisions.
πŸ’» SQL β€’ Python β€’ Power BI β€’ Machine Learning β€’ Generative AI β€’ NLP β€’ Forecasting
🌎 Open to Data Analyst, BI Analyst, Product Analytics, Analytics Engineer, and Data Scientist opportunities.


πŸš€ About Me

I am a Data & Analytics professional passionate about transforming complex data into actionable insights that drive business decisions.

My experience spans business intelligence, customer analytics, predictive modeling, forecasting, NLP, and Generative AI. I build end-to-end analytical solutionsβ€”from data preparation and modeling to dashboards and AI-powered decision support systems.

Previously, at TCS, I analyzed user engagement and chatbot interaction data to uncover behavioral trends, measure operational KPIs, and support product improvements. Today, I combine analytics, software engineering, and product thinking to build data-driven solutions across customer analytics, healthcare, forecasting, and AI applications.


πŸ›  Technical Expertise

Analytics & Business Intelligence

Power BI β€’ Tableau β€’ DAX β€’ Data Visualization β€’ KPI Development β€’ Dashboard Design β€’ Data Storytelling

Data Analysis

SQL β€’ Python β€’ Pandas β€’ NumPy β€’ Exploratory Data Analysis β€’ Statistical Analysis β€’ Data Modeling

Machine Learning & AI

Scikit-Learn β€’ XGBoost β€’ Forecasting β€’ NLP β€’ TF-IDF β€’ BERT β€’ LSTM β€’ Generative AI β€’ Prompt Engineering β€’ Google Gemini

Forecasting & Predictive Analytics

SARIMA β€’ Prophet β€’ XGBoost β€’ Time Series Analysis β€’ Feature Engineering β€’ Model Evaluation

Data Engineering

ETL Pipelines β€’ Data Cleaning β€’ Data Transformation β€’ Relational Databases β€’ Data Integration

Development

FastAPI β€’ JavaScript β€’ React β€’ HTML/CSS β€’ REST APIs β€’ Git/GitHub

Databases & Cloud

MySQL β€’ MongoDB β€’ Microsoft Azure β€’ Google Cloud


πŸ’Ό What I Build

πŸ“Š Business Intelligence Dashboards

πŸ” Customer & Marketing Analytics Solutions

⚑ Forecasting & Predictive Models

πŸ€– AI-Powered Analytics Applications

🧠 NLP & Text Analytics Systems

πŸ“ˆ Decision Support & Insight Platforms


πŸ“ˆ Selected Project Highlights

β€’ Built an AI-powered financial recovery assistant using Gemini and ElevenLabs Voice AI

β€’ Developed an electricity demand forecasting pipeline achieving 2.06% MAPE using XGBoost

β€’ Analyzed 100K+ healthcare records to identify drivers of 30-day hospital readmissions

β€’ Built marketing analytics dashboards tracking Revenue, ROAS, CAC, Conversion Rate, and Retention metrics

β€’ Performed NLP-based topic modeling and sentiment analysis across 500+ news podcast transcripts


πŸ“Œ Featured Projects

🌸 HerRestartAI – AI-Powered Financial Recovery Assistant (Google Gemini API)

AI-powered financial guidance platform that generates personalized budgeting, debt recovery plans, and financial roadmaps for women navigating life transitions using Google Gemini and ElevenLabs Voice AI. Tools: Python, FastAPI, JavaScript, HTML/CSS, Google Gemini API, ElevenLabs API, Prompt Engineering, REST APIs πŸ”— Repo: https://github.com/jueeli97/StabilityAI


πŸ›οΈ E-commerce & Marketing Analytics Dashboard

Power BI dashboard analyzing revenue, ROAS, ROI, funnel performance, and customer segmentation.
Tools: Power BI, SQL, DAX, Star Schema
πŸ”— Repo: https://github.com/jueeli97/Ecommerce_Marketing_Analytics


πŸ“ˆ Electricity Demand Forecasting (Capstone Project)

End-to-end Python pipeline using SARIMA, Prophet, XGBoost & LSTM with engineered weather/seasonal features to forecast New York’s electricity consumption.
Tools: Python, ML, Time Series, Power BI
πŸ”— Repo: https://github.com/jueeli97/Capstone_Electricity_Forecasting


πŸ₯ Hospital Readmission Analytics (R + Shiny)

Interactive healthcare analytics dashboard that analyzes 30-day hospital readmissions using real-world patient encounter data.
Tools: R, Shiny, shinydashboard, dplyr, ggplot2, caret, pROC
πŸ”— Repo: https://github.com/jueeli97/Hospital-Readmission-Analytics


πŸ“° Text Mining & Analysis on News Podcasts (NBC vs NYT)

NLP + IR project analyzing topics, sentiment, co-occurrence, TF-IDF & inverted/positional indexes on podcast transcripts.
Tools: Python, spaCy, BERT, NetworkX
πŸ”— Repo: https://github.com/jueeli97/TextMiningAndAnalysis


πŸ” Fake Job Posting Detection (ML Classification)

Classified real vs fraudulent job posts using NLP, TF-IDF, Random Forest, Logistic Regression.
Tools: Python, Scikit-learn
πŸ”— Repo: https://github.com/jueeli97/DSCI-633/tree/main/assignments/project


🌍 Corruption Analysis: Impact on Governance, Health & Economy (R + Tableau)

Cross-country analysis exploring how corruption influences trust, governance quality, health coverage, and socio-economic indicators using statistical modeling and interactive dashboards.
Tools: R, tidyverse, ggplot2, corrplot, Tableau, data visualization
πŸ”— Repo: https://github.com/jueeli97/Corruption-Analysis


πŸ“Š GitHub Stats

GitHub Streak Stats

GitHub Stats


πŸ“¬ Connect with Me


✨ Thanks for visiting β€” feel free to explore my work! ✨

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