Ayesha K.

Key Skills

Software

Other

Top Subject Matter

Financial analysis using corporate filings (

K/ Domain Expertise

Q). Domain Expertise

Top Data Types

Document

Text

Top Task Types

Fine-tuning

Classification

Computer Programming/Coding

Data Collection

Prompt + Response Writing (SFT)

Function Calling

Freelancer Overview

BCG Gen AI Job Simulation — Forage (AI-powered financial chatbot). Core strengths include Other. Education includes Bachelor of Science, University of Lahore (2028). AI-training focus includes data types such as Document and Text and labeling workflows including Evaluation, Rating, and Computer Programming.

Labeling Experience

British Airways Data Science Job Simulation — Forage (predictive model on reviews)

OtherText

Scraped and analyzed customer review text to build predictive insights relevant to airline operations. Developed a predictive model to identify key factors influencing customer buying behavior using data science techniques. • Collected review text data via scraping. • Performed preprocessing/feature preparation for modeling. • Trained and validated a predictive model on customer buying signals. • Interpreted influential factors for actionable behavioral insights.

2026 - 2026

BCG Gen AI Job Simulation — Forage (AI-powered financial chatbot)

OtherDocument

Built an AI-powered financial chatbot for BCG’s Gen AI consulting team using Python and Pandas to analyze corporate filings (10-K/10-Q). Applied prompt engineering to generate accurate financial analysis responses from the ingested report documents. • Processed and prepared 10-K/10-Q report content for model input. • Used structured prompting to reduce errors and improve answer quality. • Evaluated output quality based on financial analysis relevance. • Iterated prompts to better match expected financial interpretation.

2026 - 2026

Education

Work History