Research Scientist, Computer Science

Research Scientist, Computer Science

A research scientist with 9+ years across computer science, information retrieval, and applied machine learning. Has prepared and reviewed survey manuscripts, tutorial articles, and field-synthesis papers for computer science venues. Brings practical experience with survey structure, benchmark coverage, reproducibility expectations, and the distinction between a primary research paper and a review article.

Computer scienceInformation retrievalApplied machine learningSurvey articlesTutorial manuscriptsBenchmark evaluationReproducibilityPre-submission review

Journals reviewed for:

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

Research published in:

Published in computer science and applied machine learning venues

Articles by this reviewer (161)

Journal Guides

Neuron Submission Guide

A practical Neuron submission guide focused on editorial fit, conceptual reach, and what must already be obvious before a manuscript goes to Neuron.

8 min read
Publishing Strategy

Applied Sciences Basel submission guide

Applied Sciences submission guide covering scope, submission setup, editorial fit, and what to tighten before peer review.

7 min read
Publishing Strategy

Nucleic Acids Research submission guide

Submitting to Nucleic Acids Research? Here's what to prepare for article type, formatting, data sharing, benchmarking, and what editors want before.

7 min read
Journal Guides

Ceramics International Review Time: What Authors Can Actually Expect

Ceramics International is quicker than many ceramics journals, but the practical question is not just how fast the first decision arrives. It is whether the manuscript already has the full processing-structure-property package that the journal expects.

8 min read
Journal Guides

Frontiers in Microbiology Review Time: What Authors Can Actually Expect

Frontiers in Microbiology is fast compared with many traditional microbiology journals, but the useful question is not just how quickly the system moves. It is whether the paper is in the right section and whether the biology goes beyond description.

8 min read
Journal Guides

Frontiers in Plant Science Review Time: What Authors Can Actually Expect

Frontiers in Plant Science is quicker than many traditional plant journals, but the useful question is not just how fast the platform moves. It is whether the manuscript is in the right section and mechanistically complete enough to benefit from that speed.

8 min read
Publishing Strategy

How to Avoid Desk Rejection at Allergy (2026)

Avoid desk rejection at Allergy by proving allergy-specific scope, stronger translational design, and a clearer clinician-facing consequence.

8 min read
Journal Guides

Materials Review Time: What Authors Can Actually Expect

Materials is known for speed, but the useful question is not whether the platform moves quickly. It is whether the manuscript is complete enough for a broad materials journal to move it without repeated evidence requests.

8 min read
Journal Guides

Nature Neuroscience Review Time: What Authors Can Actually Expect

Nature Neuroscience looks fast at the first screen and slow across the whole path. Both are true. The journal decides quickly whether the paper belongs in the conversation, then takes much longer to turn a live file into an accepted one.

8 min read
Journal Guides

Brain Formatting Requirements: The OUP Submission Package Guide

Brain formatting is mostly about clean manuscript architecture: editable files, title limits, structured section order, declarations, thumbnails, and a package that does not rely on the supplement to explain itself.

10 min read
Journal Guides

JACC Formatting Requirements: The Submission Package Guide

JACC formatting is really clinical-package formatting: title discipline, structured abstract, central illustration, perspectives, disclosures, and a manuscript that looks ready for a fast editorial read.

10 min read
Journal Guides

JACC Review Time: What Authors Can Actually Expect

JACC's own public messaging is speed-first, but the real point is that the journal forms a view quickly on whether the manuscript deserves the flagship audience.

8 min read
Journal Guides

Lancet Infectious Diseases Review Time: What Authors Can Actually Expect

Lancet Infectious Diseases is a good example of a journal where timing is mostly a function of consequence. Papers with obvious mismatch can move fast. Papers that are plausible but not clearly world-leading can spend more time in editorial sorting.

8 min read
Journal Guides

Lancet Neurology Review Time: What Authors Can Actually Expect

Lancet Neurology is a journal where the first useful timing question is not how fast peer review runs, but how quickly the editors decide whether the paper has enough broad clinical-neurology consequence to deserve review at all.

8 min read
Journal Guides

Nano Letters Review Time: What Authors Can Actually Expect

Nano Letters is unusually transparent about timing. The journal publishes current median review metrics, which means the real planning question is less about uncertainty and more about whether the manuscript is truly sharp enough for a short, high-visibility nano journal.

8 min read
Journal Guides

Nature Methods Submission Guide

A practical Nature Methods submission guide for authors deciding whether the method is broad, validated, and editor-ready enough before submission.

8 min read
Journal Guides

Physical Review D Submission Guide

A practical PRD submission guide for authors deciding whether the theory, phenomenology, or computational package is rigorous, testable, and editorially ready.

6 min read
Journal Guides

Molecular Cell Submission Guide

A practical Molecular Cell submission guide focused on mechanistic fit, editorial readiness, and what must already be obvious before a manuscript goes to Molecular Cell.

7 min read
Journal Guides

Current Biology Submission Guide

A practical Current Biology submission guide: how to judge fit, shape the story, prepare the package, and avoid obvious editorial misses.

7 min read
Journal Guides

Molecules Submission Guide

A practical Molecules submission guide for authors deciding whether the paper is complete, credible, and positioned well enough for editorial screening.

6 min read
Journal Guides

Cell Metabolism Submission Guide

Cell Metabolism submission guide: editorial fit, in vivo expectations, cover letter framing, and the preparation issues that stop most manuscripts.

6 min read
Journal Guides

BMJ Submission Guide

A practical BMJ submission guide: how to judge fit, prepare the package, and avoid obvious editorial misses before you submit.

10 min read
Journal Guides

BMJ Open Submission Guide

A package-readiness guide to BMJ Open covering reporting discipline, transparency expectations, and what must be stable before submission.

11 min read

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