abid raza's Work | ContraWork by abid raza
abid raza

abid raza

Automated web scraping for high-quality leads

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Followed by GALLERY L

Karachi, Pakistan

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Karachi, Pakistan

RAG document butler built with fastapi and streamlit. (https://streamlit.You) you can upload a document and ask question from it it will answer correctly.
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Most sales teams waste hours going through bad leads. So I built a simple tool that does one thing well: šŸ‘‰ It filters out decision-makers from a messy lead list of 1200 šŸ‘‰ Flags uncertain leads for manual review šŸ‘‰ Reduces the time spent on low-quality prospects Upload a CSV ā†’ get a clean list of high-value leads in seconds. No complex setup. No unnecessary AI hype. Just practical automation. This is useful for: ā€¢ Freelancers doing outreach ā€¢ Agencies handling client leads ā€¢ Startups trying to close faster If you want, I can customize this for your business workflow. (Working demo in video below)
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Cover image for scraped 50 quotes just
scraped 50 quotes just now without failing the script on API.
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Cover image for I built an AI-powered system
I built an AI-powered system that analyzes leads based on their job roles and automatically generates personalized outreach emails. The system classifies contacts into decision-makers or individual contributors using AI, then creates tailored messages for each type. This helps businesses improve response rates and avoid sending generic emails. Key Features: AI-based lead classification (Decision Maker vs Individual) Personalized email generation for each lead Structured CSV output for outreach campaigns Reduces manual effort in sales communication Technologies Used: Python, Transformers (NLP), Pandas these are results of these.
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