Alexander M.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

Healthcare/Clinical research (cardiology, atrial fibrillation patient self-management)

Scientific literature review and meta-analysis (health/biomedical research)

Computational chemistry / molecular dynamics simulations (drug-receptor affinity)

Top Data Types

Text

Image

Document

Top Task Types

Question Answering

Text Summarization

Classification

Freelancer Overview

Fourth-year medical student applying to Anesthesiology residency with prior engineering leadership experience at Amazon in systems engineering and controls. Software designer in my free time. Brings extensive experience in systems thinking, multidisciplinary collaboration, data analysis, process improvement, and technical problem-solving. Core strengths include analytical reasoning, project management, research methodology, and effective communication. Education includes Bachelor of Science, University of California, San Diego (2013) and Master of Science, California State University, Northridge (2020).

Labeling Experience

American Academy of Research & Academics (AARA) — narrative review and meta-analysis training module

Don't discloseTextText Summarization

Completed structured research modules focused on narrative review writing and meta-analysis methodology, producing review outputs with collaborator support. Generated meta-analyses and forest-plot materials, and prepared articles and abstracts for accepted presentations. The work involved curating and transforming literature data into synthesized text and quantitative summaries for publication.• Completed a six-week module on fundamentals of narrative review writing.• Produced two narrative review articles with AARA fellows.• Completed a ten-week module on meta-analysis fundamentals.• Authored or co-authored three meta-analyses with analysis and forest-plot generation and submitted outputs for editorial review and conference presentations.

2024 - Present

Medical Student Summer Research Experience (MSRE) — community-based participatory research

Don't discloseTextQuestion Answering

Performed community-based participatory research using participant questionnaires to study patient-driven self-management strategies for paroxysmal atrial fibrillation, including questionnaire development and analysis. Contributed to the full research lifecycle from IRB approval through recruitment, survey/response analysis, and manuscript writing. Continued year-round as a point-of-contact for participating communities and moderators supporting ongoing survey response collection.• Developed and refined questionnaires for community survey data collection.• Coordinated recruitment and managed survey responses from a large online community.• Analyzed 600+ unique survey responses for research outcomes.• Drafted and supported manuscript preparation for publication.

2024 - 2024

Institute of Engineering in Medicine, Arya Lab — computational simulation analysis (poster presentation)

OtherClassification

Conducted and presented findings from molecular dynamics computer simulations for hypothetical ligand/receptor interactions to estimate drug-receptor affinity. Analyzed large simulation datasets to test and validate a theoretical energy approach. The activity reflects technical data interpretation and classification of interaction energetics to support research conclusions.• Performed analysis of thousands of simulation runs to estimate binding affinity.• Validated a theoretical energy approach against simulation-derived results.• Produced poster-level research communication of computed findings.• Interpreted simulation outputs within a drug-receptor interaction framework.

2010 - 2011

Education

Work History