EDUCATION

Year Degree/Exam Institute CGPA/Marks

**** *.**** *** ********* 7.15 / 10

**** ***** ***** *** ******* Public School, Bhopal 76.6% 2014 CBSE Class X St. Joseph Sr. Sec. School, Pipariya 6 / 10 INTERNSHIPS AND PROJECTS

Temporal Analysis of Safety Factors IIT Kharagpur May 2019 - Jun 2019

•Worked on analysis of safety factors and identification of high risk factors under the guidance of Professor Jhareshwar Maity

•Checked normality of data using Shapiro Wilk test and stationarity using ADF and applied method of first difference to stationarise

•Built a Vector Auto Regression model to reveal temporal relationship between the different safety indicators provided

•Checked multivariate causal relationships in VAR models with Granger tests and used Akaike Information Criteria to select best model Data Analysis Project IIM Calcutta May 2019 - Jul 2019

•Worked under the guidance of Professor Aditi Bhutoria aiming to improve comprehension levels of students from 232 JNV schools

•Used statistical methods including Correlation, Hypothesis Testing, Logistic and Linear Regression for analyzing examination data

•Used K-means clustering algorithm to group students on basis of proficiency in selected topics based on past evaluations performances Rapid Visual Survey and Analysis IIT Kharagpur May 2020 - Jul 2020

•Worked under the guidance of Professor Shankha Pratim Bhattacharya on an emergency response system in Siliguri, West Bengal

•Data filtration of concrete coalition dataset of 20 past earthquakes using Vlookup and Hlookup in Microsoft Excel

•Used Linear Regression to predict whether or not a building will be able to withstand an earthquake using the aforementioned dataset

•Found regions needing maximum emergency support and optimum paths to safety using A* and RRT algorithm after an earthquake Data Interpretation and Prediction Project Kaggle Nov 2020 - Dec 2020

•First converted the dataset into one hot encoding using pandas and then created the training and test datasets using sklearn

•Created a Neural Network using TensorFlow and afterwards improved the accuracy of prediction by increasing the layers and epochs

•Predicted the annual medical bill of a person on the basis of given physiological regional factors to calculate the insurance premium Design and Data Analytics Internship Lalwani Architects Dec 2020 - Jun 2021

•The predictions were done using Linear Regression by analyzing house prices data in similar districts

•Presented alternatives based on market research for construction quantities and materials billing reducing construction cost by 13%

•Worked on designing a showroom with detailed working drawings optimising space utilization to accomplish the design objectives

•Predicted housing units prices for the under construction apartment projects to be used in brochures and client consultations COMPETITION/CONFERENCE

Annual NASA Design Competition National Association of Students of Architecture Aug 2017 - Sep 2017

•Selected in the top 100 from 3076 total entries of ANDC 2017 in ideating a tier 1 town as a plug-in bus terminus

•Designed the Annual Vihar Bus Terminus having traffic of 3000+ people per hour to identify and analyze issues faced by all stakeholders Data Analytics Technology General Championship IIT Kharagpur Feb 2019 - Apr 2019

•Cleaned the data and generated analytics and explored visualization to generate a correlation between various health parameters

•Optimised regression model using gradient descent for 86% accuracy to predict health insurance requirements Open Soft Technology General Championship IIT Kharagpur Feb 2019 - Apr 2019

•Data extraction from wikipedia using the Wikipedia API as well as Beautiful Soup and Selenium about Supreme Court of India cases

•Finding the relevant case among these depending on user query to check precedence using NER Recognition and SpaCy Matcher Product Design Technology General Championship IIT Kharagpur Feb 2019 - Apr 2019

•Led the inception, ideation and presentation of a road repair tool based on the constraints of the given problem statement

•Led a team of over 20 members during the brainstorming, problem resolution and critical thinking phases of the design process POSITIONS OF RESPONSIBILITY

Web Secretary Department of Architecture and Regional Planning IIT Kharagpur Jul 2018 - Apr 2019

•Coordinated the annual update of the department website about various issues and changed the website configuration and design

•Created a portal for our alumni, collected their professional work details and conducted numerous career based web meetings

•Updated the website about upcoming workshops competitions, awards and research work of the professors and research scholars SKILLS AND EXPERTISE

Programming Languages: C C++ Python MySQL

Interfaces and Libraries: Jupyter Lab Google Colab Visual Studio Code TensorFlow NumPy Pandas MatplotLib SciKit Learn Softwares: Octave Microsoft Office Suite Tableau Revit Autocad Sketchup Lumion Coursework: Programming and Data Structures Machine Learning Economics Design and Analysis of Algorithms Statistics and Probability Object-Oriented Programming Manufacturing Management Estimation and Costing Database Management System EXTRA CURRICULAR ACTIVITIES

•Volunteer at National Service Scheme (NSS) camp 2017-18, IIT Kharagpur teaching rural school students in the village of Talbagicha

•Coordinated in a group to survey 500 residents and organised social awareness rallies for National Service Scheme in December 2017

•Selected as a delegate to represent IIT Kharagpur at Zonasa convention for the convention and flag trophy in October 2018

•Member of the Illumination Team and part of the Rangoli team of Patel Hall of Residence for the academic session 2018-19

•Attended a week long informative hands on workshop on computer vision and image processing organised by IEEE ABHISHEK KHEMARIYA

adxu3l@r.postjobfree.com 940-***-****

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