Software Development

MAYANK Second Year Undergraduate KUMAR

RP Hall of Residence, IIT Kharagpur, West Bengal, India - 721 302 Æ +91-963******* B ***************@*****.*** Mayank Kumar mayankkumar1205 EDUCATION

Degree Institute / Board Year CGPA / %

M.Tech+B. Tech in Computer Science and Engineering IIT Kharagpur 2019 - 2024 (Expected) 9.19 / 10 All India Senior School Certificate Examination Delhi Public School-CBSE March, 2018 92.8 % Indian Certificate of Secondary Education Examination St. Joseph’s School-ICSE March, 2016 95.0 % Technical Interests

• Machine Learning, Deep Learning, Reinforcement Learning, Natural Language Processing AWARDS and ACHIEVEMENTS

• IIT-JEE Advanced : Under top 0.7% amongst more than 2,00,000 students Jul’19

• IIT-JEE Main : In top 0.3% amongst more than 11,00,000 students Jan’19 Projects

• Software Engineering Theory : Developed a rudimentary railway reservation / booking system (like IRCTC Train Ticket Booking, but scaled down in features) while presenting various stages of this development process. Extensible, Reliable, Safe and Testable Design principles were followed in the High Level Design.

• Software Engineering Lab Project : Built a software to automate various bookkeeping activities of a transport company. Python-Flask, Javascript, HTML 5, CSS 3, Bootstrap 4 and Gunicorn-WSGI were used on a Linux-based Operating System, and deployed on Heroku server.

• Deep Learning : Built a model to correctly identify digits from handwritten texts using keras and tensorflow with an accuracy of 99.6 %, trained over a prerecorded dataset.

• Reinforcement Learning : Built a model to optimize online advertising by finding best among different ad designs that converts maximum customers to click, using Upper Confidence Bound and Thomson Sampling, trained over a prerecorded dataset.

• Natural Language Processing : Built a model that classify each text review of a restaurant as positive or negative with an accuracy of 73 %, trained over a prerecorded dataset. COURSEWORK INFORMATION

Curriculum Courses: Software Engineering (T/L), Formal Languages and Automata Theory, Switching Circuits and Logic Design, Switching Circuits Laboratory, Algorithms-I (T/L), Discrete Structures, Programming and Data Structures (T/L) Online Courses (Udemy): Machine Learning A-Z: Hands-On Python in Data Science; Deep Learning A-Z: Hands-On Artificial Neural Networks

Online Courses (Coursera): Neural Networks and Deep Learning; Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; Structuring Machine Learning Projects; Convolutional Neural Networks; Sequence models

SKILLS and EXPERTISE

Languages/ OS : C, C++, Java, Python, LaTeX, UML, Windows, Ubuntu Tools : Git, VSCode, Sublime Text, Vim, Netbeans

Libraries : C++ STL, Flask, Matplotlib, Tensorflow, OpenCV, PIL, Keras POSITIONS of RESPONSIBILITY

Senior Reporter at Awaaz, IIT Kharagpur Jun’20 - Present

• The leading student media body of the campus which analyses problems pertaining in the campus.

• Collaborated with administration to resolve issues like mess, elections, fees, internship and placement. Coordinator at CodeClub, IIT Kharagpur Oct’19 - Present Volunteer at National Service Scheme, IIT Kharagpur Jul’19 - Present

• Taught the students of a primary school for an hour each weekend in a village in the Malma District of West Bengal.

• Part of Annual NSS Camp where we built a drain in the Shyameshwarpur District of West Bengal. Education and Language Minister at St. Joseph’s School, Jhajha Aug’14 - Mar’15

• Elected by the teachers as part of the mediating body between the administration and the students.

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