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Summary
Overview
Work History
Education
Skills
Projects
Work Availability
Additional Information
Timeline

VIKASH KUMAR SAH

Software Engineer
Noida
Summary

In anticipation of opportunities that will allow me to utilize my problem-solving skills and to further develop my abilities in the field of Computer Science.

Overview
15
15
years of post-secondary education
1
1
year of professional experience
Work History

Software Development Engineer

Samsung Research Institute
2020-09 - Current
  • Develop software that provides interface that enables to use hardware functions.
  • Control and Manage device by understanding and implementing the driver.

Software Engineering Intern

Samsung Research Institute
2019-05 - 2019-07

Image Style Transfer (Internship Project) 8 Weeks

  • Developed a model to transfer Style of one image region into another image region associated with semantic categories, such as sky, road, trees, person..
  • We trained our model on MIT ADE20K Dataset which contains more than 20K scene- centric images of 150 different object categories.
  • We reduced 150 classes of ADE20K Dataset to 27 classes which were of our interest resulting in enhanced segmentation speed.
  • We used Deeplabv3+ model developed by Google to predict the semantic category by producing semantic segmentation mask.
  • Exposure: Semantic Segmentation, Deep Learning, CNN, Computer Vision.
Education

Bachelor of Technology Computer Science & Engineering

Indian Institute Of Technology (IIT)
2016-07 - 2020-06

Bihar School Examination Board (BSEB) – Class 12

HPD Jain College
2014-06 - 2016-04

Central Board of Secondary Education (CBSE)

DAV Public School
2005-03 - 2014-03
Skills

    Languages: C++, C, Python, Java, SQL

Technologies/Tools: Spring, Django, MySQL, TensorFlow, Scikit-learn, nltk, Jupyter, Unix, Git

Areas of Interest: Data Structure, Algorithms, Web Development, DBMS, Machine Learning

Information Retrieval, Recommender System, Deep Learning

Projects

Recommendation System: Expert Identification, (January’19 –December’19), B.Tech Project

  • Used Content-Based and Collaborative Filtering to predict experts (researchers) for a user’s query paper.
  • Developed a prediction model which considered relevance degree (between experts’ all papers and the query paper), connectivity index (connection b/w similar researchers) and productivity of researchers.
  • Used LDA Topic Modeling for finding relevance degree.
  • Used A-Miner dataset consisting of details of about 20 lakh papers and 17 lakh researchers.
  • Exposure: Recommender System, Information Retrieval, NLP, Topic Modelling

E-Commerce Website, (August’18 – Novemberl’18), Course Project

  • Developed an E-Commerce website in Spring framework.
  • Prepared Requirement followed by E-R Diagram to do proper analysis of database.
  • Used Spring security for authentication & authorization of user SignIn & SignUp.
  • Used MySQL 8 Database and normalized data to 2nd Normal Form(2NF).
  • Successfully deployed the website for a bounded free period of 15 days.
  • Exposure: JAVA, DBMS, Spring, MySQL, CSS, JavaScript.

Object Localization using Deep Reinforcement Learning, (January’18 – April’18), Exploratory Project

  • Implemented a model to localize objects in a scene by deforming a bounding box using simple transformation in top-down fashion which are selected by Deep Reinforcement Learning.
  • The model was trained and tested on PASCAL VOC 2007 dataset.
  • We used pre-trained CNN model to find feature vector of given region of image.
  • Exposure: Convolutional Neural Network, Deep Reinforcement Learning.

Student-Teacher Portal cum Forum (Web Portal), (August’17 – November’17), Course Project

  • Developed a simple and robust social media website on Django framework.
  • Implemented distinct unique profile for every user and middleware were integrated to avoid trespassing.
  • A user can login, signup, share post, do comments on a post, post feedback, maintain a friend list, login using social media like Facebook and Github, update their profile and password.
  • Exposure: Django, Python, MVC Architecture, Jinja Template Engine.

Aadhar Management System, (January’17 – April’17), Course Project

  • Used Binary Search Tree and Hashing Data Structure for storing Person’s details in separate files automatically while entering data and searching using various attributes such as blood group, occupation, gender, etc. simultaneously and give specific results.
  • We can perform insertion, deletion, searching(By first name, last name, Blood Group, City).
  • Exposure: BST, Hashing, Advantages of Structure in C, File Handling.
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Additional Information

ACHIEVEMENTS:

  • Council of IITs: Secured All India Rank 2280 in JEE Advanced 2016.
  • Kishore Vaigyanik Protsahan Yojana (KVPY) Fellowship Award: Secured All India Rank 720 out of 2 Lakhs students in KVPY 2015 conducted by Indian Institute of Science(IIsc.).
Timeline

Software Development Engineer

Samsung Research Institute
2020-09 - Current

Software Engineering Intern

Samsung Research Institute
2019-05 - 2019-07

Bachelor of Technology Computer Science & Engineering

Indian Institute Of Technology (IIT)
2016-07 - 2020-06

Bihar School Examination Board (BSEB) – Class 12

HPD Jain College
2014-06 - 2016-04

Central Board of Secondary Education (CBSE)

DAV Public School
2005-03 - 2014-03