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Hi there ๐Ÿ‘‹

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I'm a postgraduate student at VIT University pursuing an M.Tech (CSE) with a specialization in AI and ML. I have a strong background in computer science. I'm a tech-savvy individual who is deeply interested in Artificial Intelligence and Machine Learning. I've also made some Open-Source contributions in the past.


Languages & Frameworks

Python Java PostgreSQL

Keras TensorFlow scikit-learn Pandas Numpy Matplotlib Jupyter Power BI OpenAI API


Tools

Git Tableau Mac OS Windows GCP Markdown Atom


Where to Find me

Gmail

๐Ÿ“ˆ Github Stats

Nakshatra's GitHub stats

Nakshatra Garg's Projects

dr.-semmelweis-and-the-discovery-of-handwashing icon dr.-semmelweis-and-the-discovery-of-handwashing

Dr. Ignaz Semmelweis, a Hungarian physician who discovered the importance of handwashing. In this project, I have reanalyzed the data that made Dr. Semmelweis discover the importance of handwashing. Handwashing reduced the proportion of deaths by between 6.7 and 10 percentage points, according to a 95% confidence interval. All in all, it would seem that Semmelweis had solid evidence that handwashing was a simple but highly effective procedure that could save many lives.

flight-delay-prediction icon flight-delay-prediction

Anyone who has ever booked a flight ticket knows how unexpectedly the flight timing varies. Airlines use using sophisticated tactics which they call "yield management". According to a recent study, India is currently the 3rd largest civil aviation market in the world. According to IATA (International Air Transport Association) the number of flyers globally could double to 8.2 billion in 2037. Nowadays, in this ever advancing world time management has become a prominent factor in all business operations. We canโ€™t afford to lose time on unnecessary delays. Using this as motivation we have developed a ML Model which predicts arrival flight delay based on various factors that include airport score, general airline trend, air traffic etc. The reasons for these delays vary a lot going from air congestion to weather conditions, mechanical problems, difficulties while boarding passengers, and simply the airlines inability to handle the demand given its capacity. By using Machine Learning (ML) Algorithms we can try to predict if your flight will be delayed in many ways. Of course, all of these different algorithms will have pitfalls and a certain degree of accuracy which will be associated to the data that they are fed.

hacktoberfest-coer icon hacktoberfest-coer

The official repository for HacktoberFest @ COER. Organized by Disha...The Guidance (The Technical Committee of College of Engineering Roorkee)

library-agent-dialogflow icon library-agent-dialogflow

A Chatbot Agent Created Using Dialogflow While Learning: "Building Conversational Experiences with Dialogflow" on Coursera.

winter-of-contributing icon winter-of-contributing

GirlScript Winter of Contributing is a three-month-long Open-Source Program organized by๐ŸงกGirlScript Foundation to create the world's largest multilingual content repository that will be available to everyone.

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