NRUTYA DOSHI

[ adnrii@r.postjobfree.com Mumbai, Maharashtra - India https://www.linkedin.com/in/nrutya-doshi-892892162/ EDUCATION

B.Tech in Data Science - 3.44/4

CGPA

Mukesh Patel School of Technology, Man-

agement & Engineering

2017 – 2021 (Pursuing)

Higher Secondary (HSC) - 84%

PACE Junior College

2017

Secondary (SSC) - 90.80%

Rustomjee International School

2015

PROJECTS

Data Science Chatbot

• A voice automated chatbot that answers sim-

ple data science related questions, python

code for various libraries as well as certain

shortcut codes that would make the user’s

transition to Data Science and Python easier.

• Using speech recognition library and sentence

BERT for its implementation.

Automated Data Cleaning

• A template on Google Colab for automatic

cleaning of tabular as well as text data, the

user can also mention certain specifications

to customize the cleaning process, this would

make the data cleaning process easier.

• A dash web app for automated data cleaning

of text data was also implemented.

Resume Parser

• Predicting candidate suitability and catego-

rizing them into their suitable fields based on

their resumes using Natural Language Pro-

cessing.

Sentiment Anaysis

• Identifying sentiment for amazon and twitter

data and categorizing them as positive, nega-

tive or neutral.

EXPERIENCE

Data Science Intern - Piramal Glass

Feb 2021 – Apr 2021 WFH

• Using Explainable AI methods and What-if Tool to increase explainability of the models.

• Using Genetic Algorithm and performing Beam Search using certain Explainable AI methods to find optimal feature values. Data Science Intern - Jio Creative Labs

Apr 2020 - Nov 2020 WFH

• Scraping data from social media and performing sentiment analysis.

• Making applications using Unity and Instagram filters and games using Spark AR.

ACHIEVEMENTS

• Taught a Data Science Workshop in collaboration with Google Dsc.

• Got selected for Stage 2 of Business Analytics and Data Min- ing Championship 2019.

• Project Ideas got shortlisted for IDEA2020.

TECHNICAL SKILLS

• Python, R, SQl, Machine Learning, Artificial Intelligence, Com- puter Vision, Natural Language Processing.

• Google Colab, RStudio, Oracle, Tableau, MS Excel, Unity, Spark AR.

PERSONAL SKILLS

• Willing to learn and ask questions.

• Ability to work under pressure.

• Comfortable working independently.

Contact this candidate