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Anjul Tyagi

Last updated in . Get the latest version at tyagi-iiitv.github.io/cv.

Ph.D. Candidate
Computer Science & Engineering
Stony Brook University, New York

https://tyagi-iiitv.github.io
aktyagi@cs.stonybrook.edu
@anjul-tyagi

Research Area

My research interest includes a) 3D Object Detection on LiDAR Point Clouds, b) Automated Infographics Generation, c) Deep Neural Network Hyperparameter Optimization, and d) High Dimensional Data Visualization and Analytics. My work has appeared in the top conferences including IEEE VIS, Usenix HotStorage, and ACM ETRA. Besides research, I like contributing to interesting Open Source Projects on Github and writing about the latest research trends on Medium.

Positions

Aug 2020 -

Machine Learning Intern at Seagate Technologies

Longmont, CO
2018 -

Researcher in Data Analytics at Stony Brook University

Stony Brook, NY
2018 - 2019

Data Analyst at Akai Kaeru

Stony Brook, NY
2017

Open Source Developer at Mozilla

Remote
2017

Researcher in Systems Biology at Indian Institute of Technology

Chennai, India
2016

NNMCB fellow at Indian Institute of Technology

Chennai, India

Education

2017 -

Ph.D. in Computer Science, Stony Brook University

Stony Brook, NY

Advised by Prof. Klaus Mueller.
GPA 3.84/4.0

2013 - 2017

B.S. in Computer Science, Indian Institute of Information Technology

Gujarat, India

GPA 8.63/10.0, Highest Distinction, Rank 2/63

Notable Awards/News

2019

Ph.D. Research fellowship

Fellowship from Stony Brook University for research in Storage Systems Performance Optimization.

July 2020

Top Writer on Self Driving Cars

Medium's top writer in the category of self driving cars.

2019

Travel Award

Travel award to attend the IEEE VIS conference by IACS at Stony Brook University.

2018

Academic Excellence Award

Award for outstanding performance (Rank 2) in the undergraduate batch of 2013 at IIIT.

2011

IIO All India Rank 22

Achieved All India Rank of 22 in highly competitive International Informatics Olympiad during High School.

Publications [Interactive Version]

Conference

Workshop

Poster

Talks [Interactive Version]

Ph.D. Thesis Proposal (Prelim) talk on High Dimensional Parameter Space Exploration with Machine Learning and Data Visualization

Stony Brook University, Stony Brook

Optimizing Storage Systems with Machine Learning and Visualization

AT&T Labs, New York

ICE: An Interactive Configuration for High Dimensional Parameter Spaces

VIS 2019, Vancouver

Combining Visualization and Optimization to improve Storage Systems

Stony Brook University, Stony Brook

Task Classification Model for Visual Fixation, Exploration, and Search

ACM ETRA, Denver

Visualization of High Dimensional Categorical Parameters

Institute of Advanced Computational Science, Stony Brook

Teaching Experience

2020

Introduction to Data Science and Machine Learning

Stony Brook University

Instructed a full course on Data Science and ML to the sophomores.

2017

Data Structures and Algorithms

Stony Brook University

Teaching Assistant for Shebuti Rayana, 200 students
Instructed tutorial sessions, graded papers, designed assignments

2016

Programming in C

Indian Institute of Information Technology

Teaching Assistant for Naveen Kumar, 160 students
Instructed tutorial sessions, graded papers, designed assignments

Mentoring Experience

2019

CSIRE

Stony Brook University

Causation Analysis of SAT scores across the United States at the CSIRE program.

Mentored:

2018

CSIRE

Stony Brook University

Prediction of Popularity of Images with Deep learning at the CSIRE program.

Mentored:

2018

Simons Fellowship

Stony Brook University

Nutrition Facts Visualization Methods at Simons Fellowship program.

Mentored:

2017

Software Development Projects

Indian Institute of Information Technology

Mentored freshers for software development projects in C language

Mentored:

Service

Reviewer for CHI, IEEE VIS, Pacific VIS and The Computer Journal.
Student Volunteer at IEEE VIS and ACM ETRA.

Relevant Coursework

References

Klaus Mueller
Professor of Computer Science
Stony Brook University
mueller@sbu.edu

Erez Zadok
Professor of Computer Science
Stony Brook University
ezk@sbu.edu