Actively looking for Data Science, Ddata Analytics, Machine Learning internships, Startups. Junior year undergraduate at IIIT, BBSR.

1. NABANITA DASH
C/169, Sector-1, Rourkela-769008, India
dashnabanita@gmail.com Naba7 nabanita07 (+91)-8249665459
SKILLS
C++/C, Python, Tensorflow, Pytorch, Keras,
Linux, Git, Shell Scripting ○ ○ ○ ○ ○
Java, Ruby, Julia, Bash, Statistics, Linear
Algebra, SQL, BigQuery ○ ○ ○ ○ ○
PROJECTS
Sketching images using RNNs
• Developed an Encoder-Decoder model to
learn from sketch strokes and redraw the im-
ages using Python and Tensorflow with an
accuracy of 72.6%.
• Low quality sketch strokes and images with
blunt edges were the major challenges.
Style transfer
• Developed a model that can create new im-
ages by mixing abstractions or outlines of one
image and colour and styling of another im-
age with better optimization techniques using
Python and Pytorch framework.
MNIST Autoencoder
• Developed Simple Autoencoder and Sparsity
Autoencoder model that learns from MNIST
dataset and reproduces digit images using
Python, Keras framework.
• Implemented using modified MNIST dataset
which achieved an accuracy of 97%.
Twitter Sentiment analysis using RNNs
• Developed a model that scrapes data from
Twitter and predict the emotional belief of
users using bag-of-words, LSTM techniques in
Python.
OPEN-SOURCE
Bash Autocomplete script for iterative/
DVC
• Created a bash autocomplete script for open-
source software DVC.
• Developing Markdown documentation using
dillinger.io for DVC.org which explains data
versioning for models just like Git version con-
trol.
Crime Detection
• Implemented a simple regression model using
yellowbrick with an accuracy of 89.5% which
got accolades from NumFocus and yellowbrick
organisation .
• Created a code-base blog describing and im-
plementing yellowbrick in the model.
EXPERIENCE
Stocks control intern
Rourkela Steel Plant (Steel Authority of India Limited. )
May 2019 – June 2019 Rourkela, India
• Developed a model using single-directional LSTMs to predict
the stock-price in 1 month and achieved 82.6% accuracy.
• Collaboratively worked in a team to train, evaluate model.
Web-developer intern
NALCO Damanjodi Private Limited.
June 2018 – July 2018 Damanjodi, India
• Learnt VB,.NET and improved NALCO’s website by adding
more linked pages and Updates section in 2 weeks.
• Collaboratively worked in a team on developing website for
easy and accessible handling of information for all.
EDUCATION
Bachelor of Technology, Computer Science and
Engineering
International Institute of Information Technology, Bhubaneswar
Aug 2017 – Present CGPA:7.6
Senior Secondary, ISC
Ispat English Medium School, Rourkela
July 2015 – June 2017 Percentage:89.6%
Secondary, ICSE
Ispat English Medium School, Rourkela
July 2005 – June 2015 Percentage:97.6%
ACHIEVEMENTS
• Placed in Top 12 in DVC and Top 15 in DVC.org open-source
contributor.
• Placed in Top 50 in PyJaipur Summer of Algorithms.
• Received scholarship from Facebook-Udacity on completing
course of Secure and Private AI.
• Member of ACM India and ACM India Bhubaneswar Chapter.
HONORS & AWARDS
• Received Alumni Award for scoring highest marks in ISC 12th
Mathematics.
• Secured rank 12th in Regional Mathematics Olympiad in East-
South East India in 10th standard.
• Secured rank 27th in Junior Mathematics Olympiad in East-
South East India in 8th standard.