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mashcodes10/README.md

πŸ‘‹ Hi there, I'm Mashiur!

πŸš€ About Me

  • πŸŽ“ I'm a Computer Science and Mathematics major at Vanderbilt University (Class of 2027)
  • πŸ€– Passionate about building impactful AI/ML tools, scalable web apps, and solving real-world problems with code
  • 🌱 Constantly learning β€” currently focused on MLOps, distributed systems, and system design
  • ⚽ Fun fact: I love watching soccer, telling stories, and creating things that make people’s lives easier

πŸ”— Connect with Me

πŸ“Œ Featured Projects

πŸ“‚ Fall AI Studio Project

πŸ”— Fall AI Studio Repo
πŸ“Œ Pinned at the top of my GitHub profile
Includes:

  • βœ… Overview, goals, and methods
  • πŸ“ˆ Visualizations and results
  • πŸ§ͺ Sample datasets
  • πŸ“˜ Jupyter notebooks & reproducibility guide
  • πŸ’‘ Individual contributions

Here are some of my favorite and most representative projects:

A Python library to retrieve and analyze SEC EDGAR filings like 10-K and 10-Q for public companies.

  • 🧰 Python, requests, EDGAR API
  • πŸ” Supports ticker-to-CIK lookup, financial metrics, and date-filtered filings
  • πŸ’Ύ Optional caching, CLI/interactive mode, and robust documentation
  • βœ… Built with clean, modular design and tested endpoints

πŸ’¬ vandycsgpt

A CS course assistant trained on class notes and Piazza posts using RAG and GPT-4.

  • πŸ”§ Built with LangChain, Pinecone, Flask, React
  • πŸ“š Used by 200+ students at Vanderbilt CS department
  • πŸ“Š Contains visual diagrams, model tuning docs, and sample questions

➑️ More projects on my GitHub
βœ… All project repos are public and contain clear titles and documentation.

πŸ› οΈ Tech Stack

Languages: Java, Python, C/C++, JavaScript, TypeScript, SQL, Go, Bash
Frameworks/Tools: React, Flask, Node.js, Tailwind, Docker, Kubernetes, AWS
Data/AI: Pandas, NumPy, scikit-learn, Matplotlib, LangChain, Pinecone
DevOps: GitHub Actions, CI/CD, VS Code, Jupyter

πŸ§‘β€πŸ€β€πŸ§‘ Community Engagement

I actively follow and engage with open-source projects that align with my work in AI/ML, backend systems, and MLOps. Some notable repositories I follow and learn from include:

  • langchain-ai/langchain: A powerful framework for building context-aware LLM applications. I use LangChain in my RAG-based chatbot projects.
  • mlflow/mlflow: A leading platform for managing the end-to-end machine learning lifecycle. I'm exploring experiment tracking and model deployment with MLflow.
  • iterative/dvc: Git-like version control for ML pipelines and data. I'm incorporating DVC in my AI Studio project to ensure reproducibility.
  • pydantic/pydantic: A fast, type-safe data validation library used in many of my Python and FastAPI projects.

These projects inspire my work and reflect the kind of engineering practices I strive to follow β€” reproducibility, clarity, and modular design.

πŸ“Š GitHub Activity

Top Langs

Pinned Loading

  1. airbnb-price-prediction airbnb-price-prediction Public

    ML Models for Airbnb Price listing

    Jupyter Notebook