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Machine Learning Intern

Location:
Kolkata, West Bengal, India
Posted:
December 23, 2019

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Resume:

+Mitali 91-967******* Sheth

+91-798*******

ada4ph@r.postjobfree.com

EDUCATION

B.E, Information Science & Engineering, NMIT, Bangalore – 9.40 CGPA 2015 - 2019

Class XII, Mahadevi Birla Shishu Vihar, Kolkata – 91.83% 2014 - 2015

Class X, Mahadevi Birla Shishu Vihar, Kolkata – 92.16% 2012 - 2013

EXPERIENCE/TRAININGS

LEARNMAXPRO SOLUTIONS-Application Development and Testing Intern June 2018 – July 2018

● Worked on testing and analysing a Learning Management System (LMS).

● Interpreting the features and characteristics of the LMS.

● Created a pseudo institution and course to understand the workflow of the platform. Robotics Engineering – Lego Mindstorms and Tetrix

Jan 2017 – May 2017

● Course to design and develop a robot capable of solving real world application problems using LEGO Mindstorm, TETRIX and RobotC language.

● Worked in a multidisciplinary group with effective project management skills. PROJECTS

Text Summarization Using OCR and Attention Networks (September 2018-May 2019) Project to implement extractive text summarization based on Machine Learning

Used Pytesseract for extracting texts from images.

Used Bahadanu Attention to identify the important sentences and words in document

Used RNN, LSTM, One Hot Encoding to build the training model.

Applied in the domain of news articles.

Decision Tree Algorithm (May 2019 – May 2019)

Project to create a decision tree algorithm as an internship selection assignment for Summer Internship at IIT Bombay, 2019

● Designed the algorithm with entropy impurity and gini impurity.

● Varied stopping criteria and methods to restore missing attributes.

● Evaluation using confusion matrix and F1 scores. Library Management System (February 2018 – April 2018) Project to create a library management system with JDBC

● Designed and implemented the front end using Java AWT and Swing

● Backend Database is MySQL connected by JDBC

Elective Management System (September 2017 – December 2017) DBMS project to manage elective subjects of a student

● Built backend database using MySQL

● Built frontend interface using HTML and PHP

Robotics Project-Auto Attendance (March 2017-May 2017) A robot based on Lego Mindstorms to map attendance in a classroom

Built using ultrasonic sensors to detect the presence of students

Built using ROBOTC language

Data Encryption Using RSA and Playfair Algorithms (August 2016-December 2016) Data Security and creation of Digital Signatures

Built using C language to encrypt and decrypt plaintext.

: https://www.linkedin.com/in/mitali-

sheth/

: https://github.com/mitali3112

TECHNICAL SKILLS

Data Structures, Algorithms, Python,

Machine Learning, Deep Learning,

Java, C, C++, DBMS, Robotics,

HTML, CSS.

ACHIEVEMENTS

Rank IV in B.E (Information

Science and Engineering)

Academic topper in sixth

semester with 9.85 SGPA

Best Commander of School Band

in State Independence Day

Celebration, Kolkata

VOLUNTEER ACTIVITIES

Volunteered at BAPS Swaminarayan

Sanstha in several socio-spiritual

activities in Bengaluru and Kolkata.

LANGUAGES

English, Hindi and Gujarati (Native)

HOBBIES

Reading fiction, religious books

Food enthusiast

Solving word search puzzles

MISCELLANEOUS

Best Band at Republic Day Parade and

Independence Day Parade at Red Road,

Kolkata in years 2012 and 2014

respectively.

Participant in Green

Olympiad’14 held by UNESCO

Participant Team in

International School Awards

with Golden Ratio Case Study

in 2014.



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