Open to opportunities

Erum Ali

@erumali

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Analytical economist skilled in research, technical writing, and AI output evaluation.

Pakistan

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What I'm looking for

I seek remote or freelance roles focusing on AI output evaluation, research, or technical content review where I can apply econometric skills, rigorous quality control, and collaborative communication.

I am an analytical and detail-oriented Economics professional with a strong academic foundation (MS Economics, NUST) and hands-on experience in research, documentation, and content evaluation. I have drafted, edited, and reviewed large volumes of technical and financial documentation, ensuring factual precision and compliance.

My professional experience includes roles in project acquisition and finance at Frontier Works Organization, teaching and lab instruction at NUST, and research and finance internships, where I applied econometric tools (STATA, EViews, MATLAB, OxMetrics) to produce concise analytical reports. I have published work on econometric methods and consistently received merit scholarships.

I am passionate about shaping the future of artificial intelligence through rigorous review and improvement of AI-generated outputs, leveraging expertise in prompt evaluation, editing, and rubric-based assessment to enhance factual accuracy, coherence, and clarity.

Experience

Work history, roles, and key accomplishments

Assistant Manager

Frontier Works Organization

Jan 2017 - Dec 2019 (2 years 11 months)

Drafted, edited, and reviewed large volumes of technical and financial documentation for project bids, ensuring factual precision and compliance; coordinated with financial and legal institutions and produced analytical reports for senior decision-makers.

Technical Writing Proposal Development & Compliance Data Synthesis Quality Control Report Writing

Teaching Assistant

National University of Sciences and Technology

Oct 2014 - Mar 2016 (1 year 5 months)

Designed and delivered instructional material emphasizing clarity and factual correctness; guided students in academic writing, data interpretation, and conducted lab sessions using STATA and EViews to support analytical accuracy.

Stata EViews Academic Instruction Curriculum Development Peer Review Data Analysis Technical Writing

Finance Intern

OMV Pakistan

Jul 2014 - Aug 2014 (1 month)

Assisted in preparing analytical and feasibility reports with emphasis on precise, well-structured documentation and reviewed financial data to ensure clarity and factual correctness.

Financial Analysis Report Writing Excel Documentation Attention To Detail

Research Intern

UNESCO & SUPARCO

Jun 2013 - Aug 2013 (2 months)

Conducted research and compiled concise analytical summaries for a joint flood assessment project used in policy recommendations, ensuring factual accuracy and clear presentation of findings.

Research Policy Analysis Report Writing Data Compilation Summaries

Education

Degrees, certifications, and relevant coursework

National University of Sciences and Technology (NUST)

Master of Science, Economics

Grade: CGPA 3.75 / 4.00

Master of Science in Economics with a strong academic record and coursework in econometrics and quantitative analysis, graduating with a CGPA of 3.75/4.00.