Skills

📊 Data Science & Machine Learning

 

• Supervised & Unsupervised Learning

• Statistical Modeling & Analysis

• Feature Engineering & Data Preprocessing

• Model Evaluation & Optimization

• Predictive Analytics

• AI/ML-Driven Insights

• Tree-based methods

• Support Vector Machines

• Neural Networks

• Regularization & Dimension Reduction

• Unsupervised Learning & Clustering

• Applied Statistics

• Linear, Logistic, and Non-Linear Models

• Model Selection & Interpretation

 

🛠️ Data Engineering & Big Data

 

• DataOps Pipelines

• ETL Processes & Data Integration

• Snowflake

• Hadoop, Hive & Spark

• SQL & NoSQL Databases

• Data Warehousing & Cloud Databases

• Database Management

  • MySQL, MongoDB, SQLite, SQL Server

  • Database Modeling & Design

  • Web Scraping (BeautifulSoup, Selenium)

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📈 Data Visualization & Business Intelligence

 

• Tableau

• dbt

• ggplot2, dplyr, tidyverse (R)

• Dashboards & Reports

• Data Communication & Storytelling

• Business Intelligence & Insights

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🔍 Web & Digital Analytics

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• Google Analytics

• Web Traffic Analysis

• Conversion Metrics & User Behavior Analytics

• Social Media & Mobile Analytics

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💻 Programming & Software Development

 

• Python: NumPy, Pandas, Matplotlib, Scikit-Learn

• R for Data Science

• SQL & Database Queries

• Version Control (Git & GitHub)

• Agile Development & Software Engineering Principles

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📂 Project & Workflow Management

 

• Jira | Trello | Asana

• Agile & Scrum Methodologies

• Cross-Team Collaboration

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🌍 Cloud & DevOps

 

• Amazon S3

• Docker & Containerization

• CI/CD Pipelines for Data Workflows

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🎨 Creativity & Problem Solving

 

• Innovative Approach to Data-Driven Solutions

• Strong Analytical & Critical Thinking Skills

• Effective Communication & Storytelling through Data