Umer Mumtaz

Enthusiastic Cyber Security polished in optimizing systems to address dynamic needs, improve collaboration and strengthen security. Weighs crucial business and IT needs against procedural limitations to assess roadmaps for optimal functions.

• GOOGLE MAPS AUTOMATION BOT, Developed a Google Maps bot to automate the search and extraction of data. Extracted attributes: location, map link, cover image, title, rating, price, category, address, hours, menu link, website, phone, images, and description. Automated data extraction with Selenium for contact and social media information. Collected additional social media links: email, Facebook, Twitter, Instagram, LinkedIn.
• INDEPENDENT WEB SCRAPING PROJECTS, Demonstrated proficiency in freelance web scraping projects. Instagram scraper: harvested follower details for lead generation. Yelp.com scraper: extracted comprehensive business information. Tailored solution for Airbnb data collection. Automation scripts for job data from Indeed and LinkedIn. Delivered precise and scalable data solutions.
• AI MODEL FOR PYTHON CODE GENERATION (FYP), Developed a Transformers-based AI model to generate Python code from user queries. Created and curated the dataset for training the model. Developed multiple web scrapers to collect Python code snippets and their titles from various sources. Deployed web scrapers on servers for several days to gather extensive data. Cleaned and processed the collected data to form a large, supervised dataset of Python snippets. Utilized advanced data scraping and big data cleaning techniques throughout the project. (Development in Progress)

Offensive Security