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soumyardas/README.md

Hi, I'm Soumya πŸ‘‹

πŸŽ“ Data Scientist with a background in computational physics, bringing a passion for solving complex business problems through data-driven insights. With experience spanning across data analytics, machine learning, and computational modeling, I have worked on projects in fields like healthcare, precision agriculture, climate change, and credit risk modeling.

πŸ‘¨β€πŸ’» Professional Overview

With over a year of experience in data science and machine learning, I specialize in applying statistical analysis and advanced machine learning techniques to address real-world challenges. My prior research experience in computational physics adds a strong foundation in mathematical and computational modeling, enabling me to tackle problems in various domains.

In my research career, I authored seven publications on computational materials modeling, presented at international conferences, and contributed to the Deep Underground Neutrino Experiment (DUNE) at Fermilab, simulating neutrino-matter interactions.


πŸ’‘ Core Competencies

  • πŸ“Š Data Analytics
  • 🧠 Machine Learning and MLOps
  • πŸ§ͺ Hypothesis Testing, A/B Testing, and Causal Inference
  • πŸ”¬ Mathematical and Computational Modeling
  • πŸ“ˆ Data Visualization
  • 🎯 Project Management
  • 🀝 Cross-Functional Collaboration

πŸ› οΈ Technical Skills

Programming:

  • Python logo
    • Python (NumPy, SciPy, Pandas, Matplotlib, Seaborn, PyTorch, TensorFlow/Keras)

Databases:

  • SQL logo
    • SQL for data querying and management

Data Analytics & Visualization:

  • Power BI logo
  • Tableau logo
  • Excel logo
    • Power BI, Tableau, Microsoft Excel for advanced data visualization and insights

Cloud Platforms:

  • AWS logo
  • Azure logo
    • AWS, Azure for cloud-based computing and model deployment

Web Frameworks:

  • Flask logo
  • FastAPI logo
    • Flask, FastAPI for building scalable web applications

πŸš€ Current Projects

  • Working on Credit Risk Modeling and Marketing Analytics projects using data analysis and machine learning techniques.
  • Exploring Deep Learning, Natural Language Processing, and Generative AI to expand my skill set.

🌍 Let’s Connect!


By combining strong technical expertise with a collaborative mindset, I aim to contribute to impactful data science projects that drive real-world solutions.

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  1. Diploma_Data-Science_IITM Diploma_Data-Science_IITM Public

    Code Repository for IIT Madras Data Science Diploma Courses

    Jupyter Notebook 1

  2. Data-Science-Portfolio Data-Science-Portfolio Public

    Portfolio of data science projects completed by me for academic and learning purposes.

    Jupyter Notebook 2

  3. PythonTutorials PythonTutorials Public

    HTML 1

  4. soumyardas.github.io soumyardas.github.io Public

    My Personal Website

    HTML 1