Data Assistant

EDUCATION

Stony Brook University, New York — MS in Computer Science August 2019 – December 2020

Related Coursework:- Theory of Databases, Machine Learning, Data Science Fundamentals, Analysis of Algorithms SRM Institute of Science and Technology (formerly known as SRM University), Chennai, India — B.Tech in CS June 2015 -May 2019

Related Coursework:- OOPS, Java, Machine Learning, Big Data Analytics, Web Design and Development, Natural Language Processing, Database Management Systems, Theory of Computation, SQL EXPERIENCE

CSS Corporation, Chennai — BI Intern MAY 2018 - JULY 2018 Assisted in the analytics and visualization in monitoring the traffic and understand the anomalies present. Addressed the bugs by testing the application. Worked closely to assist in debugging issues. Collaborate with the team and incorporate the whole system to be seen on the analytics platform using Power BI. Successfully completed the internal application of the project and it was successful in it beta test. CLUB Generation Y, Chennai — Development Assistant, Developer JAN 2016 - MAY 2019 Managed 10+ people on different projects to build solution for 3 years. Taught 20+ students on the basics on JAVA, R, Python and gave hands-on demonstration. Conducted workshops, seminars to educate the people giving them basics of Hadoop and its working and the different techniques to harness the value of data. PROJECTS

Predicting Hypertension on Heterogeneous Data using Extreme Learning Machines Lead a team of 2 to collate data from various sources. Collected data from various different clinical sources to tune our model for attaining 75% accuracy on our hypertension model. The model uses least square error method to give weights and does not need backpropagation.

Employee Attrition Project

Got data from Kaggle and did exploratory data analysis. Understood the dependence of the factor on the attrition. Made visualization on the factors that are responsible such as the years of work, the area of work, the salary, the hours of work, the family member. Successfully implemented and gained insights as to why and what might be the reason of the high attrition. Also used Decision Trees to find out what could be next possible set of people leaving Bank Marketing Project

Performed exploratory analysis on the dataset to remove the unwanted values and null, NAs etc. Made graphs to understand the trends and understand how each and every features effects. Also removed the dirty and unwanted data. Used Logistic Regression and Decision Trees.

Pre-requisite Co-requisite Checker

Made a whole end-end project on the selection of subjects by student. Developed backend in MYSQL and the frontend was done using thr NetBeans IDE. Connected it to the main application of the institute so as to allow all the students to check whether they were eligible for the subjects they actually wanted to choose. SKILLS

Languages:- JAVA, C++, Python, R, C

IDE:- Android Studio, Eclipse, NetBeans IDE

Frameworks, OpenCV, Keras, TensorFlow,

Certifications:- Fundamentals of Database Management, Theory of Computation, Big Data Modelling and Management, Machine Learning with Big Data, Oracle Certified JAVA SE6 Programmer, Managing Big Data with SQL, Introduction to Big Data, Introduction to Python.

Abhay Goyal

+1-631-***-**** www.github.com/AbhayGoyal ************@*****.***

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