Python Data

Jayant Barak

adjr4y@r.postjobfree.com https://github.com/jayant1701

EDUCATION

Netaji Subhas University of Technology (formerly Netaji Subhas Institute of Technology), B.Tech Information Technology

CGPA - 8.1

Aug 2019 – May 2023

New Delhi, India

PUBLICATIONS

Blockchain Integration for Smart Healthcare Management Under consideration for being Published in Wiley. The paper explored how to best integrate blockchain across various sectors of Healthcare to provide smooth, efficient and transparent functioning. PROJECTS

Newspaper Article Classifier implemented using Bayes Theorem (click to view) OS module from python and nested loops were used to extract data from 20,000 newspaper articles belonging to 20 categories. This data was subjected to handcrafted Natural Language Processing. Word Frequencies were used as features for classification. Implemented Bayes theorem to classify newspaper articles. The result was later compared to MultinomialNB classifier from scikit learn.

Implemented Decision Tree using OOPS and recursion (click to view) Defined a TreeNode class in python and coded recursive algorithm to build a decision tree by splitting data at every call to maximize information gain.

Full Stack Amazon Clone using MERN (click to view) Front end was build using React.

Used firebase authentication to allow users to register. User information stored on firebase database. Made an express server for backend on cloud functions

git https://github.com/jayant1701/amazon-clone

Cryptocurrency using Javascript and Angular (click to view) Implemented a basic cryptocurrency using javascript. This cryptocurrency was used as a dependency to build a UI in angular Twitter Sentiment Analysis (click to view)

Used nltk and spacy to do (Natural Language Processing) NLP. Data extracted after NLP on twitter tweets was used to train a model to predict user review CONTRIBUTION

Bunch-O-Lunch

Added a new search bar feature to a MERN web-app. Helped local business go online. https://bunch-o-lunch.web.app/ SKILLS

Data structures and Algorithms, Objected Oriented Programming (OOPS), Database Management (DBMS), C++ (Over 5000 lines of code), Python, Reactjs, Angular, Javascript, Linux basic commands, Git, SQL, Nodejs, Express, MongoDB, HTML, CSS, Bootstrap, Machine Learning, Keras, Tensorflow, PCA, Regression, Clustering, Classification, Neural Networks, CNN ORGANISATIONS

Prayas Neighborhood Project, volunteer

Primarily focused on teaching underprivileged high school students. Also contributed to other events of organisation. ACHIEVEMENTS

JEE Mains (Engineering Entrance Exam)

Belonged to top 0.6 percentile in Joint Entrance Examination conducted by National Testing Agency of India. 95.25% in CBSE 12th Board exams

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