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<!DOCTYPE html>
<html lang="en">
<head>
<title>Aftab Anjum | Data Scientist</title>
<meta charset="utf-8">
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<a class="navbar-brand" href="index.html"><span>A</span>ftab</a>
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<li class="nav-item"><a href="#home-section" class="nav-link"><span>Home</span></a></li>
<li class="nav-item"><a href="#about-section" class="nav-link"><span>About</span></a></li>
<li class="nav-item"><a href="#resume-section" class="nav-link"><span>Resume</span></a></li>
<li class="nav-item"><a href="#contact-section" class="nav-link"><span>Contact</span></a></li>
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<span class="subheading">Hey! I am</span>
<h1>Aftab Anjum</h1>
<h2>I'm a
<span
class="txt-rotate"
data-period="2000"
data-rotate='[ "Data Scientist." ]'></span>
</h2>
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<div class="col-md-6 col-lg-6 pl-md-5 py-5">
<div class="row justify-content-start pb-3">
<div class="col-md-12 heading-section ftco-animate">
<h1 class="big">About</h1>
<h2 class="mb-4">About Me</h2>
<p>My name is Aftab Anjum. I have completed my master degree in computer engineering from University of Jinan, Shandong china in 2020. My interest ranges Natural language Processing to Optimization and Evolutionary algorithm (EA). My goal is to pursue my passion within the field of Natural language Processing. In my free time I like working on open-source projects.</p>
<ul class="about-info mt-4 px-md-0 px-2">
<li class="d-flex"><span>Name:</span> <span>Aftab Anjum</span></li>
<li class="d-flex"><span>Date of birth:</span> <span>Feb 15, 1991</span></li>
<!-- <li class="d-flex"><span>Address:</span> <span>House No. 233, First Floor, Street No.40A, I-9/4 Islamabad, Pakistan</span></li> -->
<!-- <li class="d-flex"><span>Zip code:</span> <span>1000</span></li> -->
<li class="d-flex"><span>Email:</span> <span>aftabanjum4451@hotmail.com /</span></li>
<li class="d-flex"><span></span> <span>aftabanjum.cs@gmail.com</span></li>
<li class="d-flex"><span>Phone: </span> <span> +92 307 8898056</span></li>
</ul>
</div>
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<div class="text">
<p class="mb-4">
<span class="number" data-number="8">0</span>
<span>Project complete</span>
</p>
<p><a href="Resume Aftab.pdf" class="btn btn-primary py-3 px-3">Download CV</a></p>
</div>
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</section>
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<ul>
<li><a href="#page-1">Education</a></li>
<li><a href="#page-2">Experience</a></li>
<li><a href="#page-3">Skills</a></li>
<li><a href="#page-4">Certifications</a></li>
<li><a href="#page-4">Publications</a></li>
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<div class="col-md-9">
<div id="page-1" class= "page one">
<h2 class="heading">Education</h2>
<div class="resume-wrap d-flex ftco-animate">
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<div class="text pl-3">
<span class="date">SEP 2017-Jun 2020</span>
<h2>Master of Engineering Computer Science and Technology</h2>
<span class="position">University of Jinan (UJN),Shandong Jinan, China</span>
<p>Coursework includes advance Engineering Mathematics, Machine learning, Deep Learning and Evolutionary Computing.</p>
</div>
</div>
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<div class="icon d-flex align-items-center justify-content-center">
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<span class="date">SEP 2014- Apr 2017</span>
<h2>Master in Computer Science</h2>
<span class="position">The University of Lahore (UOL), Lahore, Pakistan</span>
<p>Coursework includes Object Oriented Programming, Data Structures Analysis of Algorithm, Computer Networking, Database Management, Software Engineering, Theory of Automata, Artificial Intelligence</p>
</div>
</div>
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<div class="text pl-3">
<span class="date">Sep 2012-Aug 2014</span>
<h2>Bachelor of Science</h2>
<span class="position">University of the punjab, Lahore, Pakistan</span>
<p>Coursework includes Physics, Chemistry, Mathematics and English</p>
</div>
</div>
<div id="page-2" class= "page two">
<h2 class="heading">Experience</h2>
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<span class="date"> Sep 2020 – Present</span>
<h2>Natural Language Processing Engineer</h2>
<span class="position">Senarios, Lahore, Pakistan </span>
<h5>Responsibilities:</h5>
<p> Responsible in developing system models, prediction algorithms, solutions to prescriptive analytics problems and data mining techniques</p>
<p> Involved in creating various regression and classification algorithms by using decision trees, NB, KNN, RF, SVM, regression models, LSTM, Transformer based models (Bert, Roberta, NERD), neural networks, clustering algorithms </p>
<p> Performed preliminary data analysis using descriptive statistics and handled anomalies such as removing duplicates and imputing missing values</p>
<p> Developed NLP models for Topic Extraction, Sentiment Analysis, Name entity extraction, multi and multi-label text classification</p>
<p> Worked on MLOPS, created and designed the architecture for models to be hosted on AWS cloud (AWS) and provide model scalability according to the user need. </p>
<p> AWS services I have worked with and used till now: Sagemaker, EC2, Lambda, API Gateway, Dynamo DB, S3, Cloud Watch, SQS, IAM, Cron Jobs, Amazon Elastic Inference, Amazon Comprehend. </p>
</div>
</div>
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<span class="date"> Feb 2018 – jan 2020 </span>
<h2>Research Assistant</h2>
<h5>Responsibilities:</h5>
<span class="position">University of Jinan (UJN), Shandong jinan, China </span>
<p> Worked and assisted on different project of natural language processing included text summarization, text classification, dimensionality reduction </p>
<p> Worked on series of evolutionary Projects which are related to Genetic programming (GP, GEP, MEP, CGP and NEEP) and also worked on series of optimization algorithms (GA, PSO, DE and CMAES) </p>
<p> Supervised the undergraduate student on research projects based on Genetic programming, NLP and Neural network </p>
<p> Conducting literature review on NLP and Evolutionary Algorithms, provide summarization and in-depth institution to my supervisor and team members </p>
</div>
</div>
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<span class="date"> Apr 2016 – Aug 2016 </span>
<h2>Teaching Assistant</h2>
<h5>Responsibilities:</h5>
<span class="position">The University of Lahore (UOL), Lahore, Pakistan </span>
<p> Teach students the basic skills of C++</p>
<p> Conducted labs and assisted students in semester projects </p>
<p> Grad student Assignment and semester Quiz </p>
</div>
</div>
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<span class="date">2014-2015</span>
<h2>Web Marketing</h2>
<span class="position">Cambridge University</span>
<p>A small river named Duden flows by their place and supplies it with the necessary regelialia. It is a paradisematic country, in which roasted parts of sentences fly into your mouth.</p>
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<span class="date">2014-2015</span>
<h2>Art & Creative Director</h2>
<span class="position">Side Tech</span>
<p>A small river named Duden flows by their place and supplies it with the necessary regelialia. It is a paradisematic country, in which roasted parts of sentences fly into your mouth.</p>
</div>
</div> -->
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<span class="date">2014-2015</span>
<h2>Wordpress Developer</h2>
<span class="position">Cambridge University</span>
<p>A small river named Duden flows by their place and supplies it with the necessary regelialia. It is a paradisematic country, in which roasted parts of sentences fly into your mouth.</p>
</div>
</div> -->
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<span class="date">2017-2018</span>
<h2>UI/UX Designer</h2>
<span class="position">Cambridge University</span>
<p>A small river named Duden flows by their place and supplies it with the necessary regelialia. It is a paradisematic country, in which roasted parts of sentences fly into your mouth.</p>
</div>
</div>
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<h2 class="heading">Skills</h2>
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<h2 class="h5 font-weight-bold text-center mb-4">Natural Language Processing (NLP)</h2>
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<div class="h4 font-weight-bold mb-0">60%</div><span class="small text-gray">Last month</span>
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<h2 class="h5 font-weight-bold text-center mb-4">Machine Learning (ML)</h2>
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<h2 class="h5 font-weight-bold text-center mb-4">Deep Learning <br>(DL)</h2>
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<h3>Evolutionary Computation</h3>
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<span>90%</span>
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<h3>Programming languages known JAVA, C++, Python</h3>
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aria-valuemin="0" aria-valuemax="100" style="width:85%">
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<h3>TensorFlow PyTorch Scikitlearn</h3>
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aria-valuemin="0" aria-valuemax="100" style="width:75%">
<span>75%</span>
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<h3>SQL</h3>
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aria-valuemin="0" aria-valuemax="100" style="width:50%">
<span>50%</span>
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<h3>WordPress</h3>
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<h3>SEO</h3>
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<span>80%</span>
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<h2 class="heading">Certifications</h2>
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<span class="date">June 01, 2020</span>
<a href="https://www.coursera.org/account/accomplishments/verify/9MWHCSPDWVCP"><h2>Mathematics for Machine Learning: Linear Algebra</h2></a>
<span class="position">Imperial College London, Coursera</span>
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<span class="date">September 25, 2020</span>
<a href="https://www.coursera.org/account/accomplishments/specialization/YA9BARKJRQM4"><h2>Python 3 Programming (Specialization)</h2></a>
<span class="position">University of Michigan, Coursera</span>
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<!-- <span class="date">January 2, 2020</span> -->
<!-- <a href="https://www.coursera.org/account/accomplishments/verify/BC8TBHPJBWTX"><h2>Text Retrieval and Search Engines</h2></a> -->
<!-- <span class="position">Coursera</span> -->
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<!-- <span class="date">November 12, 2019</span> -->
<!-- <a href="https://drive.google.com/file/d/1OAz00vUhbawnMmL7Dh6AAtJ9L1JWzn7a/view"><h2>Python 101 for Data Science</h2></a> -->
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<!-- <span class="date">July 19,2019</span> -->
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<!-- <span class="position">Google Digital Garage</span> -->
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<!-- <span class="date">December 30, 2016</span> -->
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<!-- <span class="date">November 29, 2016</span> -->
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<h2 class="heading">Publications</h2>
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<span class="date">September 19, 2019</span>
<h6>A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming</h6>
<h6>Aftab Anjum, Fengyang Sun, Lin Wang, Jeff Orchard</h6>
<a href="https://www.springerprofessional.de/en/a-novel-neural-network-based-symbolic-regression-method-neuro-en/17150378"><h6>Paper (PDF)</h6></a>
<span class="position">28th International Conference on Artificial Neural Networks, ICANN, 2019</span>
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<span class="date">December 9, 2019</span>
<h6>Gene Permutation: A new Probabilistic Genetic Operator for Improving Multi Expression Programming</h6>
<h6>Aftab Anjum, Mazharul Islam, Lin Wang</h6>
<a href="https://ieeexplore.ieee.org/document/9003048"><h6>Paper (PDF)</h6></a>
<span class="position">IEEE Symposium Series on Computational Intelligence (SSCI), 2019</span>
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<span class="date">December 9, 2019</span>
<h6>Dimensionality Reduction for Sentiment Classification using Machine Learning Classifiers</h6>
<h6>Mazharul Islam, Aftab Anjum, Tanveer Ahsan, Lin Wang</h6>
<a href="https://ieeexplore.ieee.org/document/9002967"><h6>Paper (PDF)</h6></a>
<span class="position">IEEE Symposium Series on Computational Intelligence (SSCI), 2019</span>
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<span class="date">Jun 1, 2020</span>
<h6>Dimensionality Reduction for Sentiment Classification: Evolving for the Most Prominent and Separable Features</h6>
<h6>Aftab Anjum, Mazharul Islam, Lin Wang</h6>
<a href="https://arxiv.org/abs/2006.04680"><h6>Paper (PDF)</h6></a>
<span class="position">arxiv, 2020</span>
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<span class="date">Jun 1, 2020</span>
<h6>Dimensionality Reduction for Sentiment Classification: Evolving for the Most Prominent and Separable Features</h6>
<h6>Aftab Anjum, Mazharul Islam, Lin Wang</h6>
<span class="position">Journal: Applied Soft Computing (Under-Review), 2020</span>
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<!-- <a href="https://www.coursera.org/account/accomplishments/verify/BC8TBHPJBWTX"><h2>Text Retrieval and Search Engines</h2></a> -->
<!-- <span class="position">Coursera</span> -->
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<!-- <span class="date">November 12, 2019</span> -->
<!-- <a href="https://drive.google.com/file/d/1OAz00vUhbawnMmL7Dh6AAtJ9L1JWzn7a/view"><h2>Python 101 for Data Science</h2></a> -->
<!-- <span class="position">IBM</span> -->
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<!-- <a href="https://drive.google.com/file/d/1Bia9vawjAKYbAFA5RzTXp-ku_T0jRusZ/view"><h2>Fundamentals of Digital Marketing</h2></a> -->
<!-- <span class="position">Google Digital Garage</span> -->
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<!-- <span class="date">December 30, 2016</span> -->
<!-- <a href="https://www.youracclaim.com/badges/16ac6278-9295-499f-8ea0-e45d023ab225"><h2>Microsoft Office Specialist Excel</h2></a> -->
<!-- <span class="position">Microsoft</span> -->
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<!-- <span class="date">November 29, 2016</span> -->
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<!-- <span class="position">Microsoft</span> -->
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<p>Let our advance worrying become advance thinking and planning</p>
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<h3>Solar Detection using AMS Dataset - Kaggle</h3>
<span>Long Short Term Memory (LSTM)</span>
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<h3>Face Recognition System</h3>
<span>Histogram of Gradient (HOG)</span>
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<h3>Image Classification with HyperSpectral Images</h3>
<span> hyperspectral cameras</span>
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<h3>Automatic Segmentation of Supraspinatus Tendon</h3>
<span>MRI</span>
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<h3><a href="#">MNIST digit classifier</a></h3>
<span>Neural Network</span>
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<h3>Authorship Attribution for Urdu Articles</h3>
<span> Deep Learning</span>
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<!-- <span class="mr-2">April 21, 2020</span> -->
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<!-- <span class="mr-2">December 24, 2019</span> -->
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