Welcome to my Github porftolio, a one-stop-shop for all my projects and research in Machine Learning & AI. I love working on projects involving Natural Language Processing, Computer Vision, Recommender Systems, and Python.

• Check out my articles on Data Science @Medium
  https://medium.com/@siddh30

• My Hackkerank Profile
  https://www.hackerrank.com/sid_0_o

• I am also a 2x Kaggle Expert
  https://www.kaggle.com/siddharthmandgi

• My repositories are organized as :-

  Computer Vision

  • Chocolate Classification
  • Digit Recognizer Kaggle Top 15
  • Glasses Detection
  • Histopathologic Cancer Detection
  • Facial Keypoints Detection
  Audio Classification

  • Singer VS Rapper Audio Classification
  Natural Language Processing

  • Amazon-Sentiment-Analysis
  • Twitter-Sentiment-Analysis
  • GPT-Powered-Peronalized-Inmail-Generator
  Recommender Systems

  • 2020 Summer Honors Research
  • FastFoodie - A Restaurant Recommendation App
  Data Mining with R

  • The Airbnb Classification Project
  Python Projects

  • Guess the word
  • SID - The AI Assistant
  Extras

  • Certifications and Publications

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1. Deployed-ModelsDeployed-ModelsPublic

   A one-stop-shop for deployed GitHub projects. Winner of #Streamlit25k Challenge

   PureBasic

2. 2020-Summer-Honors-Research2020-Summer-Honors-ResearchPublic

   Summer Research on Approaches to Industrial Recommender Systems implemented by organizations such as YouTube, Spotify and Netflix along with ways of implementing Deep Learning and Neural Networks i…

   Jupyter Notebook 3

3. Public-SEC-Filings-QA-LLM-RAGPublic-SEC-Filings-QA-LLM-RAGPublic

   Creating a Q/A chatbot to enable an LLM to answer questions on an organization's PUBLIC SEC filings

   Jupyter Notebook

4. GPT-Powered-Personalized-Inmail-GeneratorGPT-Powered-Personalized-Inmail-GeneratorPublic

   Reach out with Personalized Linkedin Inmails with the power of GPT 3.5 Turbo and capture the attention of any recruiter you reach out to.

   Python

5. Digit_Recognizer-Kaggle-Top_15Digit_Recognizer-Kaggle-Top_15Public

   Hit top 15% in an unranked Kaggle competition with a score of 0.9946

   Jupyter Notebook 1

6. The-Airbnb-Classification-ProjectThe-Airbnb-Classification-ProjectPublic

   This project is from the Airbnb Recruitment Challenge on Kaggle. The challenge is to solve a multi-class classification problem of predicting new users first booking destination.

   R 11 1