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  • Columbia University
  • New York

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shefalishr95/README.md

Shefali Shrivastava (she/her) 🔆

Tech Stack 🚀

  • Languages: Python, R, SQL
  • Machine Learning: LlamaIndex, PyTorch, Scikit-learn, Hugging Face, XGBoost, caret
  • Data Processing: SpaCy, NLTK, Pandas, NumPy, SciPy, Tidyverse
  • Visualization: Power BI, Google Looker Studio, Matplotlib, Seaborn, ggplot2
  • Big Data & Cloud: AWS (S3, EC2), Google Cloud (BigQuery, Dataproc, Dataflow), Apache Spark
  • Tools: Apache Airflow, Docker, MLFlow, Git, Jupyter, VS Code, RStudio

Contact 📬

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  1. RAG-app-using-LlamaIndex RAG-app-using-LlamaIndex Public

    RAG chatbot built with a semi-automated LLMOps pipeline that scrapes GitHub README.md files for project ideas and insights, using LlamaIndex, Docker, Airflow, and AWS.

    Python

  2. Object-detection-using-YOLOv8-and-RT-DETR Object-detection-using-YOLOv8-and-RT-DETR Public

    An initial comparison of YOLOv8 and RT-DETR for detecting objects in real-time; completed as a requirement for Applied Machine Learning course @ Columbia University

    Jupyter Notebook 1

  3. Information-extraction-using-Natural-Language-Processing Information-extraction-using-Natural-Language-Processing Public

    Forked from TZstatsADS/ads-fall2023-project1-shefalishr95

    A heuristic-based analysis of linguistic dependency trees to extract deliberate actions associated with happiness on crowd-sourced database of 100k+ happy ‘moments’.

  4. Depression-Progression-among-Medical-Students Depression-Progression-among-Medical-Students Public

    Jupyter Notebook