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Hi, I'm Amoli 👋🏼 👩🏻‍💻


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👩🏻‍💼 I have a keen interest in developing and collaborating on Data Science projects. More than three years of experience in working in product based industry and building analytics platforms has benefited me in developing model thinking to solve real-world problems.

🌱 I have recently gained an interest in language technology and am working on various Natural Language Processing (NLP) projects at the moment. Latest Project being Content Based Recommendation Using BERT-Embeddings.

✍️ I aim to get in-depth knowledge about concepts and this encourages me to log my learnings as the journey progresses. With this intent, I am creating a comprehensive guide for NLP that will help beginners to understand key concepts and working of various algorithms and NLP libraries such as Spacy and NLTK.

📚 I am currently learning advanced deep learning techniques. Next projects I intend to work on are related to Aspect Based Sentiment Analysis and Name Entity Recognition.


🚀   Key Projects

Projects Repository
🚧 🆕 Semisupervised Aspect Extraction: Demonstration of Topic Modelling Techniques on Restaurant Reviews stability-wip
🆕 Content-Based Filtering: NLP Based Book Recommender Using BERT-Embeddings View on GitHub
Payment Default Prediction View on GitLab
Click-Stream Data Anomaly Detection View on GitLab
Predictive Modeling For Real Estate Properties View on GitLab

🛠️  Tech Stack and Tools Preference

Python  Anaconda  Flask  Pandas  NumPy  SciPy  Dask  scikit-learn  GENSIM  SPACY  NLTK  R  Plotly  MongoDB  MySQL  Json  AWS Docker  Nginx  Git  GitHub  GitLab  Postman  Jupyter Notebook  Visual Studio Code  Spyder  RStudio  Java  Markdown  LaTeX  Trello  Ubuntu 


🌏 Find Me Around the Web

GitHub Pages  LinkedIn  GitLab  Gmail  Researchgate  LeetCode  Arxiv 


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Amoli Rajgor's Projects

rank1-svd-update icon rank1-svd-update

Updating Singular Value Decomposition (SVD) for rank-1 perturbed matrix.

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