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omarmnfy/README.md

Omar Mnfy

header

📮 Omar Who?

public class Omar
{
  public String[] Education = new String[] {"Computer Science @ Pitzer College"};
  public String[] CurrentPosition = new String[] {"AI/ML Engineer @ Lu, Inc."};
  public String[] Experience = new String[] { "AI/ML", "Data", "Product"};
}

👔 Experience

1️⃣ AI Product Manager Intern @ Outlier AI

I executed seven AI chatbots using supervised machine learning, analyzing and improving support automation and personalized user interfaces. I designed two NLP models, utilizing random forests for intent classification and decision trees for response generation.

2️⃣ Growth Product Manager Intern @ WholeRen Education

I directed an AI product that analyzed 50,000 international students’ resumes to match them with jobs sponsoring F1 visas, while engineering 15 data pipelines using ETL to enable real-time analysis and reporting of student employment trends. I also implemented the LinkedIn API to identify potential mentors, networking fairs, market demand, and events for students. I led research advocating for a paid subscription business model for schools’ career offices, which increased revenue by 24%.

🛠️ Technologies

💻 Programming Langauges

python logo java logo javascript logo html5 logo css3 logo typescript logo cplusplus logo matlab logo r logo swift logo

📚 Libraries & Frameworks

pandas logo numpy logo pytorch logo tensorflow logo opencv logo react logo nodejs logo bootstrap logo materialui logo wordpress logo

⚙️ DevOps & Infrastrcuture

git logo amazonwebservices logo googlecloud logo azure logo linux logo apache logo anaconda logo vscode logo jupyter logo xcode logo

🖌️ Product & Design

jira logo figma logo blender logo illustrator logo aftereffects logo premierepro logo photoshop logo behance logo

Pinned Loading

  1. Power-Law-Fit-Distribution-MATLAB Power-Law-Fit-Distribution-MATLAB Public

    This repository provides MATLAB implementations of plfit and plpva functions for fitting power-law distributions to empirical data using maximum likelihood estimation (MLE) and statistical goodness…

    MATLAB 3

  2. Finetune-Llama3-using-Direct-Preference-Optimization Finetune-Llama3-using-Direct-Preference-Optimization Public

    This repository contains Jupyter Notebooks, scripts, and datasets used in our finetuning experiments. The project focuses on Direct Preference Optimization (DPO), a method that simplifies the tradi…

    Jupyter Notebook 1

  3. Pricewise-Web-Scraper Pricewise-Web-Scraper Public

    Build an eCommerce price tracker using Next.js and Bright Data's webunlocker. This tutorial covers web scraping, cron jobs, and email notifications, helping users track product prices and availabil…

    TypeScript 1