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RamishFatimaa/README.md

👋 Hi, I'm Ramish Fatima!

A Data Analyst passionate about transforming raw data into actionable insights.
I love digging into data, uncovering trends, and translating complex numbers into stories that drive strategic decisions.

📊 Business Intelligence | 📈 Data Visualization | 🎯 Data-Driven Strategy

🚀 What I Do

✨ Transforming raw data into impactful insights | 📊 Making data-driven decisions clear, powerful, and accessible


Data Cleaning & Preprocessing

🟢 Handling Missing Data
🔍 Outlier Detection
⚙️ Feature Engineering
📊 Data Standardization

Statistical Analysis & Experimentation

📌 A/B Testing
📊 Hypothesis Testing
📉 Bayesian Statistics
🎯 Confidence Intervals

Exploratory Data Analysis (EDA)

📊 Descriptive Statistics
📌 Feature Selection (PCA, t-SNE)
📈 Correlation Analysis
📊 Data Visualization

Business Intelligence & Reporting

📊 KPI Dashboards
📡 Real-Time Data Monitoring
⚙️ ETL & Data Pipelines
🔍 Drill-Down Analysis

Predictive Analytics & Machine Learning

🤖 GBR (XGBoost, LightGBM)
📈 Decision Trees & Random Forest
📌 Support Vector Machines (SVM)
⚙️ Hyperparameter Tuning

Time Series Forecasting

📊 ARIMA & SARIMA
📉 Prophet & Seasonal Decomposition
📈 Trend & Seasonality Analysis
📌 Anomaly Detection

🛠️ Tech Stack

🔹 Languages & Data Tools:
Python SQL R Bash

🔹 Data Visualization & BI:
Tableau PowerBI Looker Excel

🔹 Backend & Data Management:
PostgreSQL MySQL MongoDB Firebase BigQuery

🔹 Cloud & Development Tools:
AWS Google Cloud Docker Git GitHub VSCode

📊 GitHub Stats

Ramish's GitHub streak Top Languages

Repository Topics Stats 🚀

🏆 Data Analysis & Machine Learning

Tableau Machine Learning Exploratory Data Analysis Feature Engineering Gradient Boosting Random Forest

📊 Finance & Business Analytics

Financial Analysis Stock Market Analysis Market Capitalization Credit Risk Loan Risk Analysis Predictive Modeling

🔬 Medical & Healthcare Projects

Medical Data Analysis Ocular Disease Prediction NLP for Healthcare

⚙️ Programming & Technologies

Python R JavaScript Flask API Chatbot LSTM

🏢 Business & Grant Management

Company Award Data Analysis Grants Management

🌍 Portfolio

🚀 Explore my work here:
🔗 View My Portfolio

✨ Connect with Me

LinkedIn Email Website

🚀 Always open to collaborations, learning, and discussing new ideas!

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  1. Bank-Term-Deposit-Predictions Bank-Term-Deposit-Predictions Public

    Predicting bank term deposit subscriptions using Gradient Boosting, feature importance analysis, and customer segmentation for targeted marketing.

    Python 1

  2. Company-Award-Data-Analysis Company-Award-Data-Analysis Public

    Analyzing patterns and developing predictive model in grant distribution, agency contributions, and company characteristics.

    R

  3. MonteCarlo_Dam_Analysis MonteCarlo_Dam_Analysis Public

    Monte Carlo simulation-based analysis of Benefit-Cost Ratios (BCR) for two dam construction projects using triangular distributions to assess economic viability.

    R

  4. OpticalDiseases OpticalDiseases Public

    An AI-driven approach to predicting ocular diseases using machine learning and NLP for personalized patient treatment.

    Python 1 1

  5. Credit-Loan-Risk-Analysis Credit-Loan-Risk-Analysis Public

    Credit Loan Risk Analysis using GLM, LASSO Regression, and Chi-Square Tests.

    R

  6. Lender-Club-Data-Analysis Lender-Club-Data-Analysis Public

    Presented Financial insights from Kaggle's Lending Club dataset, analyzed with Tableau for loan trends and risk assessment.