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Hello! I'm Zafaryab

 

I am working as an Associate Research Fellow at the Applied Artificial Intelligence Institute of the Deakin University. My Research interests lies in the area of Data Mining and Machine learning, specifically focused on using clustering algorithms for solving real-world problems. Previously, I have worked in teaching, research and software development roles in India and Australia. 

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Zafaryab Rasool

Associate Research Fellow

A2I2, Deakin University

 

Email:

zafaryab.rasool@deakin.edu.au

 

Address:

Melbourne, Victoria

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Date of Birth:

June 15th, 1992

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EXPERIENCE
EXPERIENCE
Aug'2022- Present

Associate Research Fellow (Data Mining)

Deakin University (A2I2, Melbourne)

Responsibilities include supporting and assisting with research projects and collaborations. 

Working on industry-related projects.

Technology: AWS, Python

Jul'2022- Sep'2022

Associate Research Fellow (Data Mining)

Deakin University (SIT, Geelong)

Teaching subjects:

  • Introduction to Programming using C++

  • Database and Information Retrieval

May'2021- May'2022

Associate Research Fellow (Data Mining)

Deakin University (SIT, Geelong)

Responsibilities include supporting and assisting with research projects and collaborations. 

Mar'2021- May'2022

Academic Sessional Staff

Swinburne University of Technology (Melbourne)

Teaching subjects:

  • Introduction to Programming using Ruby 

  • Data Structures using C++

Jan'2016-Jun'2016

Software Engineer

Newgen Software Pvt. Ltd.

Responsibilities include dealing with client for understanding technical requirements.

Technology: JavaScript, jQuery and SQL.

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Jan'2016-Jun'2016

Software Engineer Intern

Newgen Software Pvt. Ltd.

Responsibilities include studying different sensors under Internet of Things for providing cheap and efficient solutions to different organizations.

Technology: Arduino, Node.js

EDUCATION
EDUCATION
2017-2021

Doctor of Philosophy

Swinburne University of Technology

PhD Candidate at Swinburne, working in the area of Data Mining and Machine Learning, especially focused on clustering techniques and their algorithms. One of my paper is published in IEEE TKDE Journal (Core A*). I have also presented at IEEE ICDE (2021, Greece).

2013-2016

Master's in Computer Application

Jamia Millia Islamia 

I studied Master's of Computer Application at Jamia, where I studied several areas like Database, Data Mining, Artificial Intelligence, Operating Systems, etc, along with programming languages like C++, C, Java, SQL, Oracle, etc. 

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Worked as an Intern in the last semester on Internet of Things.

2010-2013

Bachelor's in Physics (Hons.)

Aligarh Muslim University

At Aligarh Muslim University, I studied Physics as my major subject along with Mathematics and Statistics as subsidiary subject.

I participated at several Inter University Technical and Non-Technical fests. I was also the part of the team that made the Guinness World Record for the largest envelope made in 2012.

SKILLS
SKILLS

Data Mining

Machine Learning

Data Science

C++

Python

Javascript, jQuery, PHP

PUBLICATIONS
EXPERTISE

Index-based Solutions for Efficient Density Peak Clustering

IEEE Transaction on Knowledge and Data Engineering, 2020, 10.1109/TKDE.2020.3004221

Ranking: Core A* Journal

Poster on Index-based Solutions for Efficient Density Peak Clustering

IEEE International Conference on  Data Engineering,
2021, 10.1109/ICDE51399.2021.00257

Ranking: CORE A* Conference

Overcoming Weaknesses of Density Peak Clustering using a Data-dependent Similarity Measure

Pattern Recognition
2022

Ranking: Core A* Journal (2020) IF: 8.518

CONTACT
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