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Update about.md
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MMorafah authored Sep 30, 2024
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layout: about
title: About
permalink: /
subtitle: <p class="text-success"> <font size="2"> Machine Learning Researcher <br/>
Generative AI and Federated Learning Enthusiast <br/>
subtitle: <p class="text-success"> <font size="2"> AI and Business Researcher <br/>
Generative AI and Federated Learning <br/>
Former ML Research Intern at Tesla Autopilot and Qualcomm AI </font> </p>

# <p> <font size="2"> <a href=https://www.ece.ucsd.edu/>
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social: true # includes social icons at the bottom of the page
---

I am a PhD Candidate (third year) in Electrical and Computer Engineering at University of California San Diego (UCSD), luckly being advised by [Prof. Bill Lin](http://cwcserv.ucsd.edu/~billlin/).
I am a final-year (fifth year) PhD Candidate in Electrical and Computer Engineering at University of California San Diego (UCSD), being advised by [Prof. Bill Lin](http://cwcserv.ucsd.edu/~billlin/).

I am broadly interested in Machine Learning and Optimization. My current research focus is on **Federated Learning**, **Generative AI** and **Business**. Here are the research themes that I am currently working on:
I am broadly interested in Machine Learning, Information Systems, Operation Management, and Economics. My current research focus is on **AI in Business** and **Generative AI**. I also actively publish in **Federated Learning** and **Machine Learning**. Here are the research themes that I am currently working on:

- Large Scale Federated Learning Over Diverse Heterogeneous Devices
- Efficient Training and Fine-tuning of Large Language Models in Federated Learning
- Fast Sampling for Diffusion Models
- Multi-Modal Foundation Models
- Effect of Generative AI in Business Market
- Causal Learning and Inference in Business and Economics
- Generative AI for Heterogeneous Treatment Effect Analysis
- Optimal Ranking in Online Health Platforms
- Device Heterogenous Federated Learning
- Generative AI for Business Market and Branding
- Decentralized Data Marketplace

I previously received a M.S. in Electrical and Computer Engineering at UCSD in 2021, and a B.S. in Electrical Engineering at Tehran Polytechnique.

I also working as a machine learning research intern at [Tesla Autopilot](https://www.tesla.com/autopilot) and Qualcomm AI.
I also worked as a machine learning research intern at [Tesla Autopilot](https://www.tesla.com/autopilot) and Qualcomm AI.

<span style="color: red;">**I am looking for machine learning internship positions for summer 2024.**</span>
<span style="color: red;">**I am looking actively looking for post-doc positions in Business school and machine learning positions.**</span>

<span style="color: red;">**I am open to collaborate on interesting project, please feel free to reach out.**</span>

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