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Rahman17309/README.md

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Hi 👋, I'm MA Rahman

Dynamic Business & Data Analyst with 3+ years of experience delivering predictive analytics, KPI-driven dashboards, and automated data solutions that drive measurable business growth.

MA Rahman

🚀 About Me

  • 📊 Business & Data Analyst specializing in Predictive Modeling, KPI Tracking & Automation
  • 🧠 Expert in Python · BigQuery · Power BI · Advanced Excel
  • ⚙️ Strong experience across Retail, SaaS, E-commerce, Finance & Energy
  • 🤝 Collaborates closely with C-suite & cross-functional teams
  • 🌍 Based in Dubai, UAE

📈 Business Impact Highlights

  • 📊 Improved customer retention by 18% using churn & CLV models
  • 💰 Generated AED 150K quarterly revenue via conversion optimization
  • ⚙️ Reduced manual reporting effort by 60% through ETL automation
  • 🎯 Increased NLP classification accuracy by 20%
  • ⚡ Reduced forecasting RMSE by 15% using ensemble time-series models

💼 Professional Experience

Data Analyst — PDA Infotech

📍 Dubai, UAE | 🗓 Nov 2024 – Present

  • Designed and deployed predictive analytics & ML models (churn, CLV, segmentation, conversion)
  • Built executive-level Power BI dashboards (DAX, Power Query)
  • Automated ETL pipelines using Python, BigQuery & Google Sheets
  • Delivered forecasting, budgeting & performance models to leadership
  • Implemented data governance frameworks to improve accuracy & trust

Data Science Intern — AI Variant

📍 Hyderabad, India | 🗓 Jun 2023 – Aug 2024

  • Built NLP sentiment pipelines using NLTK & Scikit-learn
  • Automated web scraping using Selenium
  • Developed LSTM, ARIMA & Prophet forecasting models
  • Created solar power and bankruptcy risk prediction systems

Business Analyst — Amazon

📍 Hyderabad, India | 🗓 May 2022 – May 2023

  • Automated seller operations using Excel macros & ETL
  • Improved process efficiency by 15%
  • Designed SOPs & improved catalog data integrity

🧠 Core Skills

Languages & Tools
Python, Power BI, Advanced Excel, SQL, BigQuery

Libraries & Frameworks
Pandas, NumPy, Scikit-learn, TensorFlow, Keras
Matplotlib, Seaborn, Plotly
Streamlit, Flask, REST APIs

Cloud & DevOps
AWS, Azure, GitHub

📌 Featured Projects

  • Bankruptcy Prevention System — Ensemble ML (22% accuracy improvement)
  • Apple Stock Forecasting — LSTM + ARIMA + Prophet (85% accuracy)
  • NLP Sentiment Analysis — Real-time scraping & classification
  • Solar Power Prediction — Deployed with Streamlit (88% accuracy)

📊 GitHub Analytics

GitHub Streak Stats

🏆 GitHub Achievements

🌐 Connect With Me

🤝 Let’s Collaborate

Open to Data Analytics, Power BI, Machine Learning & Business Intelligence projects.

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