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INTERN
Professional Summary
Skills
| Data Mining, Text Mining, Predictive Analytics, Matrix Factorization, Dimensionality Reduction, Clustering, Principal component analysis, Support Vector Machines, Longitudinal Data Analysis, Time Series, Regression Analysis, Association Rules, Statistics, Discrete Optimization, Design and Analysis of Experiments, Quality Assurance, Six Sigma, Forecasting, Supply Chain Management. TOOLS: R (dplyr, ggplot), Python, SAS, Tableau, Minitab, CPLEX, JAVA, SQL, SolidWorks, AUTOCAD, ANSYS, MS-Excel |
Work History
Intern, 01/2014
to 06/2014
Teledyne Technologies
Teledyne Technologies
- Determine the effects of environmental conditions on the power plant.
- Studied the effect of harsh weather conditions on the supply of raw material to the power plant, using Excel for analysis Gave a probable solution to tackle the negative effects of environmental conditions.
Graduate Research Student Assistant, 01/2017
to Current
Bickford Senior Living – Torrance , IL
Bickford Senior Living – Torrance , IL
- Collecting text data from twitter to analyze demands of people when any disaster happens and storing it on Oracle database Using Matrix factorization techniques to reduce the dimensionality of data.
- Non=negative matrix factorization) Using Text Mining techniques for text classification to understand the hidden dynamics of the data.
- For text classification SVM (support vector machines) is used.
ACADEMIC PROJECTS, 02/2017
Text Mining Using Support Vector Machines And Matrix Factorization
Text Mining Using Support Vector Machines And Matrix Factorization
- Collected data from twitter using R packages (twitter, ROAuth).
- Using Non negative matrix factorization to reduce the dimensionality of data and extracting basic features which are relevant for analysis.
- Using Support Vector machines for classification of text data collected.
- Will Compare the accuracy of model with using NMF and without using NMF.
- Payroll Process Optimization at the Office of Human Resources, University at Buffalo (August 2016 - November 2016) Applied Lean and Six Sigma methodologies (DMAIC) and resolved problem of delay in giving access of online portals to new employees.
- Designed a robust workflow by removing non-value added activities which reduced the process time by 15 days.
- Designed an Andon system for keeping track of their process.
08/2016
to 11/2016
US Traffic Fatalities By State - Causes And Countermeasures
US Traffic Fatalities By State - Causes And Countermeasures
- Analyzed various factors and computed significant factors causing accidents in USA.
- Extracted the data from 20 excel files and made a file which has all the factors causing accidents using VLOOKUP and PIVOT tables Used logistic regression model in R, concluded the significant factors for accident in different conditions and gave measures to tackle them.
- Built a model with an accuracy of 85% Demand Forecasting Using Holt's method (August 2016 - November 2016) Forecasted the demand for 3 types of milk using Winter-Holt's forecasting technique using Minitab.
- Analyzed demand data of previous 45 months to create a model with (MAPE error of 4.082%) Suggested remedial measures for both supplier and manufacturer to tackle uncertainties in the demand.
- Design and Analysis of Experiments (August 2016 - November 2016) Used concepts of factorial design, fractional factorial design, randomized designs, and response surface to analyze experiments.
- Completed three projects.
- One was to determine the factors affecting the baking of a cake.
- Another was to conclude the factors affecting the design of a robotic arm.
- And last one was to make a general plan for determining the effect of factors while running.
- Used MINITAB and JMP as a software for projects.
- Effect of cavities on Supersonic Air Intake (January - April 2016) Analyzed the effect of different shaped cavities (circular, rectangular, square, oval shaped structure, and polygons) on an air intake.
- Designed the air inlet of a jet engine on ANSYS Design Modeler (2D and 3D) having cavities of different shapes (circular, rectangular, square) and dimensions (radius= 0.5, 1, 1.5, 2) mm.
- Analyzed the air inlet having cavities with the help of ANSYS Fluent for different number of meshing nodes and different meshing structures.
- Hexagonal, Quad) ______________________________________________________________________________________________ PUBLICATIONS Neeraj Kumar Gahlot, Jitesh Agrawal, Vikramjeet S.
- Chauhan, Vansh Srivastava (2016): "Effect of circular cavity on the performance of supersonic air intake", ARPN journal of Engineering and Applied Sciences.
- Link - http://www.arpnjournals.org/jeas/research_papers/rp_2016/jeas_1116_5275.pdf.
Education
Master of Science: Industrial Engineering,
Present
State University of New York - City
Industrial Engineering 3.75/4
State University of New York - City
Industrial Engineering 3.75/4
Bachelor of Engineering: Mechanical Engineering,
May 2016
SRM University, NCR Campus - City
Mechanical Engineering 8.67/10
SRM University, NCR Campus - City
Mechanical Engineering 8.67/10
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Resume Overview
School Attended
- State University of New York
- SRM University, NCR Campus
Job Titles Held:
- Intern
- Graduate Research Student Assistant
- ACADEMIC PROJECTS
Degrees
- Master of Science : Industrial Engineering , Present
Bachelor of Engineering : Mechanical Engineering , May 2016
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