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ridwanpuadi/README.md

Hi there, I'm Ridwan Puadi 👋

About me:

  • 🔭 I’m passionate about Data Science and Analytics
  • 🌱 I’m currently learning Python, R, SQL and Pentaho
  • 👯 I’m looking to collaborate on Data Automation and Analysis projects
  • 💬 Ask me about anything related to Machine Learning, Deep Learning and Neural Network
  • 📫 How to reach me: [email protected]

Education:

1. Syarif Hidayatullah State University | Bachelor of Agriculture, Agribusiness | South Tangerang 2015-2021

  • Chief of Faculty of Da'wah Institution
  • Staff of HMJ Agribusiness
  • Public Relations of Al-Husna Mosque

Work Experience:

1. PT Abditrack Inovasi Indonesia | Data Analyst Intern | Bekasi, West Java Jan- Jun '2024'

  • Queried and analyzed 100K+ rows of data using SQL, improving reporting efficiency by 30%.
  • Built automated Excel reports, reducing manual data processing time by 40%.
  • Cleaned and validated datasets using SQL & Excel, increasing data accuracy by 25%.
  • Conducted trend analysis, leading to a 15% boost in operational efficiency.

2. Revou | Data Analyst Associate Intern | Remote Oct '2023'-Jan '2024'

  • Executed ETL processes on PaDi UMKM data using BigQuery and Python.
  • Built Power BI dashboards, increasing revenue by 15% and reducing costs by 20%.
  • Performed RFM and cohort analysis, boosting customer retention by 20%.

3. Al-Basyir Islamic Boarding School | Secretary to the Chairman | Bogor, West Java Jan '2020'-Sep '2023'

  • Managed foundation membership database, ensuring 100% accuracy.
  • Maintained digital and physical archives, optimizing retrieval time by 50%.
  • Collected, analyzed, and presented data-driven insights for quarterly board meetings.

Virtual-Internship | Project:

1. British Airways Data Science Job Simulation on Forage | Apr '2024'

  • Completed a simulation focussing on how data science is a critical component of British Airways success
  • Scraped and analysed customer review data to uncover findings
  • Built a predictive model to understand factors that influence buying behaviour

2. PwC Switzerland Power BI Job Simulation on Forage | Jan '2024'

  • Completed a job simulation where I strengthened my PowerBI skills to better understand clients and their data visualisation needs.
  • Demonstrated expertise in data visualization through the creation of Power BI dashboards that effectively conveyed KPIs, showcasing the ability to respond to client requests with well-designed solutions.
  • Strong communication skills reflected in the concise and informative email communication with engagement partners, delivering valuable insights and actionable suggestions based on data analysis.
  • Leveraged analytical problem-solving skills to examine HR data, particularly focusing on gender-related KPIs, and identified root causes for gender balance issues at the executive management level, highlighting a commitment to data-driven decision-making.

3. KPMG AU Data Analytics Job Simulation on Forage | Nov '2023'

  • Completed a simulation focused on advising a client on customer targeting with the Data, Analytics & Modelling team
  • Assessed data quality and completeness in preparation for analysis
  • Analysed data to target high-value customers based on demographics and attributes
  • Developed dashboards to communicate findings with visuals

Languages and Tools:

  • Programming Languages Python R MicrosoftSQLServer MySQL
  • Data Visualization Power Bi Tableau Looker Studio
  • Machine Learning & AI Scikit-Learn TensorFlow PyTorch XGBoost
  • Deployment & Cloud Computing Docker Flask
  • Workflow & MLOps Git GitHub Apache Airflow

Certifications & Training:

Languages:

  • Indonesian: Native
  • English: Professional Proficiency

Connect with me:

LinkedIn Twitter Medium Instagram

Pinned Loading

  1. Train-in-Data-Team-Course Train-in-Data-Team-Course Public

    Kursus yang saya pelajari di https://www.trainindata.com/

    Jupyter Notebook

  2. DQLab-My-Class DQLab-My-Class Public

    R

  3. Complete-Python-Bootcamp-Udemy Complete-Python-Bootcamp-Udemy Public

    Repository ini berisi catatan, kode, dan proyek yang saya pelajari dari kursus Complete Data Science, Machine Learning, Deep Learning & NLP Bootcamp di Udemy.

    Jupyter Notebook

  4. Data-Science-Project-ML-DL-NLP Data-Science-Project-ML-DL-NLP Public