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Research Scientist, Computer Science & Information Retrieval

Research Scientist, Computer Science & Information Retrieval

A research scientist with 9+ years across information retrieval, recommender systems, and applied machine learning. Has prepared survey and tutorial manuscripts for computer science venues and reviewed long-form literature syntheses for clarity, scope, and field-level organization. Brings practical experience with monograph-style outlines, benchmark coverage, and the difference between a research contribution and a durable survey article.

Information retrievalRecommender systemsApplied machine learningSurvey articlesTutorial monographsComputer science publishingLiterature synthesisPre-submission review

Journals reviewed for:

Foundations and Trends in Information Retrieval, ACM Computing Surveys, Computer Science Review

Research published in:

Published in information retrieval and applied machine learning venues

Articles by this reviewer (46)

Manuscript Preparation

How to Write a Computers and Education Cover Letter (With Template)

The Computers & Education cover letter has one job: prove your work is education research that happens to use technology, not a technology demo that happens to mention a classroom. Here is what it must say, a copyable template, and the openers that survive the 7-day desk screen.

8 min read
Manuscript Preparation

How to Write an Expert Systems with Applications Cover Letter (Template)

The Expert Systems with Applications cover letter is the first application-fit argument the handling editor reads. Here is a copyable template, the ESWA-specific opener, what belongs in the letter versus the separate Editorial Manager steps, and the declarations you cannot skip.

8 min read
Manuscript Preparation

How to Write an IEEE Internet of Things Journal Cover Letter (With Template)

The IEEE Internet of Things Journal cover letter is uploaded into the IEEE Author Portal, and it is the first thing the Editor-in-Chief reads before routing your paper across five sponsoring societies. Here is what it must say, the conference-extension delta most authors get wrong, and a copyable template.

9 min read
Manuscript Preparation

How to Write an IEEE T-ITS Cover Letter (With Template)

The IEEE T-ITS cover letter is where an associate editor decides whether your manuscript reads as an intelligent-transportation-systems contribution or a generic method paper aimed at the wrong venue. Here is what it must say, the conference-extension disclosure T-ITS expects, and a copyable template.

9 min read
Manuscript Preparation

How to Write an IEEE Transactions on Vehicular Technology Cover Letter

The IEEE Transactions on Vehicular Technology cover letter is where you name your scope lane, disclose any conference predecessor, and prove the contribution is genuinely vehicular. Here is what the editors want, plus a template you can copy.

10 min read
Manuscript Preparation

How to Write an IEEE Transactions on Wireless Communications Cover Letter

The IEEE Transactions on Wireless Communications cover letter is where you state your contribution, pick your EDICS lane, disclose any conference predecessor, and prove the wireless channel is central. Here is what the editors want, plus a template you can copy.

10 min read
Manuscript Preparation

How to Write a Journal of Statistical Software Cover Letter (With Template)

The Journal of Statistical Software cover letter has one job: convince a volunteer editor that your paper, package, and replication code form one reproducible statistical-computing contribution. Here is the template, the required statements, and the mistakes that send software papers to the wrong queue.

9 min read
Journal Guides

Journal of Statistical Software Submission Guide

A practical Journal of Statistical Software submission guide for statistical-software authors evaluating code, paper, reproducibility, and journal fit before upload.

9 min read
Journal Guides

IEEE Access Acceptance Rate 2026: An Honest Look

IEEE Access is commonly estimated to accept about 45-50% of submissions, making it one of the most open IEEE journals. This guide explains what that high acceptance rate means and what reviewers still look for.

8 min read
Journal Guides

IEEE IoT Journal Submission Guide: Internet of Things Journal

What submitting to IEEE Internet of Things Journal actually requires: the editorship, the IEEE multi-society publishing structure, the IoT-systems-and-applications scope, the $175/page mandatory overlength charge after eight pages, and the editorial culture distinguishing IoT-J from sister IEEE IoT venues.

7 min read
Journal Guides

IEEE Transactions on Industrial Informatics Submission Guide

What submitting to IEEE TII actually requires: the editorship, the 10-page cap, page-charge exposure, and the editorial culture that distinguishes TII from sister IEEE Industrial Electronics Society journals.

8 min read
Journal Guides

IEEE Sensors Journal Submission Guide: Devices, Sensing Systems, and Validation

What submitting to IEEE Sensors Journal actually requires: the IEEE Author Portal route, the IEEE Sensors Council scope spanning device physics through applications, the 8-page double-column envelope with $175/page overlength after 8 published pages, the mandatory graphical abstract, the $2,800 open-access option, and the editorial culture that separates real sensor research from applied papers that only mention a sensor.

10 min read
Journal Guides

Is Your Paper Ready for IEEE Internet of Things Journal?

Pre-submission readiness guide for IEEE Internet of Things Journal: scope fit across IoT systems, networks, security, and edge, the real-IoT validation bar, fair baselines and ablations, the eight-page overlength threshold, the $2,695 open access fee, and when to route elsewhere.

11 min read
Journal Guides

Computers in Human Behavior Submission Guide

A practical Computers in Human Behavior (CHB) submission guide for digital-behavior researchers evaluating their work against the journal's psychological-rigor bar.

5 min read
Journal Guides

Proceedings of the IEEE Submission Guide

A practical Proceedings of the IEEE submission guide for engineering researchers evaluating their proposed Review against the journal's tutorial-synthesis bar.

5 min read
Journal Guides

Technological Forecasting and Social Change Submission Guide

A practical Technological Forecasting and Social Change (TFSC) submission guide for foresight and innovation researchers evaluating their work against the journal's scope and methodological standards.

5 min read

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