Eric F.

Key Skills

Software

Other

Top Subject Matter

Psychology research (Stress and Coping lab

prostate cancer survivorship cortisol study)

Applied psychology research (LGBTQ suicide risk and protective factors)

Top Data Types

Text

Video

Document

Top Task Types

Entity (NER) Classification

Text Summarization

Data Collection

Freelancer Overview

Intake Counselor in Contract Review, Compliance, and Legal Research. Brings 15+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Bachelor of Arts, Hunter College (2013) and Master of Arts, John Jay College (2026). AI-training focus includes data types such as Text and labeling workflows including Entity (NER) Classification, Text Summarization, and Data Collection.

Labeling Experience

Research Assistant/Co-Author — Data collection and analysis for publication (August 2023 - Present)

OtherTextData Collection

Collected and analyzed data to support an upcoming publication, contributing to the creation and refinement of research datasets for writing. Performed data preparation and analysis activities aligned with study needs and publication timelines. Supported collaboration through synthesis of current findings into research approaches. • Collecting and analyzing data for the publication. • Contributing to writing and editing for the paper. • Synthesizing research ideas using current findings. • Supporting novel approach development for the study.

2023 - Present

Research Assistant — Data entry, QA, and dataset maintenance (June 2013 - December 2013)

OtherTextData Collection

Entered and quality-assured participant study data in statistical and data management systems as part of ongoing research workflows. Updated and maintained datasets to ensure correctness and completeness for analysis. Supported study preparation and participant screening while contributing to labeled data readiness. • Entered and quality-assured data in SPSS and PsychCorp. • Updated and maintained data in Microsoft Access. • Assisted with scheduling and screening for study participation. • Supported front desk operations tied to research data collection.

2013 - 2013

Research Assistant (LGBTQ Suicide Risk and Protective Factors Lab) — Survey data coding (February 2013 - December 2013)

OtherTextText Summarization

Coded surveys and questionnaire responses from research participants to produce structured labeled datasets. Entered survey data into analysis tools and supported preparation of labeled outputs for statistical evaluation. Ensured that survey responses were correctly represented for downstream research reporting. • Coded surveys from research study participants. • Entered survey data into Qualtrics and SPSS for analysis. • Supported literature-based research preparation. • Assisted with maintaining labeled datasets for studies.

2013 - 2013

Research Assistant (Stress and Coping Lab) — Coding interviews (June 2012 - December 2012)

OtherTextEntity (NER) Classification

Coded interview transcripts and study participant data by applying predefined research coding categories. Worked with qualitative materials to ensure consistent labeling for subsequent quantitative analysis and interpretation. Coordinated labeling outputs with ongoing research documentation and study workflows. • Coded interviews with research participants. • Prepared and validated coded data for research use. • Supported integration of coded findings into lab analysis. • Followed lab protocols for consistent labeling.

2012 - 2012

Education

Work History