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Waqar GhummanWG
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Waqar Ghumman

@waqarghumman

AI Trainer and Evaluator for legal AI who trained and assessed models on contracts, litigation materials, and legal drafting.

Pakistan
Message

On a freelance legal AI training project, I trained and evaluated models on legal analysis and document review, including contracts and litigation materials. I also drafted legal content and examples for model training.

I evaluated conversational AI and question-answering systems for accuracy, relevance, instruction adherence, and response quality. I flagged hallucinations and unsupported conclusions, then provided structured feedback to improve reasoning and consistency.

In my data analytics projects, I analyzed e-commerce, telecom churn, and sales data using SQL, Power BI, Python, and Excel. I used generative AI to support analysis and troubleshooting, while checking results against the underlying data.

Experience

Work history, roles, and key accomplishments

Freelance / Independent logoFI
Current

Data Analyst (Portfolio Projects)

Jan 2024 - Present (2 years 9 months)

Brazilian E-Commerce Performance Analysis (MySQL): analyzed 99,441 orders across eight related tables. Telecom Customer Churn Analysis (Power BI, DAX): dashboard showing 26.5% churn and ~$137K monthly revenue at risk. Sales Performance Analysis (Python, Pandas, Excel, Power BI): validated and analyzed 2,823 sales records.

Education

Degrees, certifications, and relevant coursework

Beaconhouse National University logoBU

Beaconhouse National University

BSc (Hons), Management & Business Computing

2012 - 2016

BSc (Hons) in Management & Business Computing from Beaconhouse National University, Lahore, Pakistan, completed in 2016.

Tech stack

Software and tools used professionally

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