CV
Basics
Name | Mehdi Yazdani-Jahromi |
Label | AI Ph.D. Researcher |
yazdani@ucf.edu | |
Phone | (407) 810-4467 |
Url | http://yazdanimehdi.com |
Summary | An AI Ph.D. Researcher with a focus on Transformers, Drug Discovery, Computer Vision, Graph Neural Networks, and Algorithmic Fairness. |
Skills
Programming Languages | |
C++ | |
Python | |
C# | |
Dart | |
JavaScript | |
SQL | |
Solidity | |
HTML | |
CSS | |
Git | |
LATEX | |
MATLAB |
Python Packages | |
Pytorch | |
Numpy | |
Pandas | |
Keras | |
TensorFlow | |
Scikit-learn | |
Scipy | |
Networkx | |
iGraph | |
dgl | |
matplotlib | |
seaborn |
JavaScript Frameworks | |
Vue.js | |
Electron | |
NativeScript |
Quantitative Research | |
Machine Learning Methods | |
Artificial Intelligence | |
Graph Neural Networks | |
Convolutional Neural Networks | |
Transformers | |
Recurrent Neural Networks | |
LSTMs | |
Mathematical Optimization | |
Mathematical Modeling |
Work
- 2018 - 2019
Founder and Chief Technology Officer
Developed an automated solution for reserving meals in university, a Django based project.
- 2019 - 2020
Founder and Chief Technology Officer
Developed software for cafe and restaurant managements with Django and Flutter.
- 2019 - 2020
Founder and Chief Technology Officer
Created TOEFL Online Practice and Exam Platform using Django, Vue.js, and Electron.js.
- 2020 - 2020
- 2020 - 2020
- 2021 - Present
Graduate Research Assistant
Researching drug target interaction, computer vision, and algorithmic fairness.
Education
Languages
English | |
Fluent |
Farsi | |
Native |
French | |
Elementary |
Publications
-
2024 DeepDrugDomain: Easy-to-use drug-target affinity/interaction prediction package for architecture design
In Progress
A Python package for drug-target affinity/interaction prediction using deep learning methods.
-
2024 FragXsiteDTI: an interpretable transformer-based model for drug-target interaction prediction
Neurips 2023 Workshop on New Frontiers of AI for Drug Discovery and Development, Recomb 2024 Oral Presentation
-
2023 Controlling the misinformation diffusion in social media by the effect of different classes of agents
The Computational Social Science Society of the Americas Annual Conference
-
2023 Agent-Based Modeling of C. Difficile Spread in Hospitals
The Computational Social Science Society of the Americas Annual Conference
-
2023 Through a fair looking-glass: on mitigating bias in image datasets
AAAI 2023 Workshop on Representation Learning for Responsible Human-Centric AI and HCII conference 2023 Oral Presentation
-
2023 -
2022 Distraction is All You Need for Fairness
Under Review in IEEE Transactions on Neural Networks and Learning Systems
-
2022 -
2022
Awards
Certificates
Python Fundamentals | ||
Tehran University | 2018 |
Advanced Python | ||
Maktabkhooneh | 2018 |
Courses
3D Computer Vision | |
University of Central Florida - Grade: A | Fall 2022 |
Advanced Artificial Intelligence | |
University of Central Florida - Grade: A | Fall 2022 |
Computer Architecture | |
University of Central Florida - Grade: A | Fall 2022 |
Complexity Theory | |
University of Central Florida - Grade: A | Spring 2022 |
Design and Analysis of Algorithms | |
University of Central Florida - Grade: A | Spring 2022 |
Computer Vision | |
University of Central Florida - Grade: A | Fall 2021 |
Mathematical Models in Deep Learning | |
University of Central Florida - Grade: A | Fall 2021 |
Experimental Design and Methods | |
University of Central Florida - Grade: A | Spring 2021 |
References
Dr. Ozlem Ozmen | |
Assistant Professor at University of Central Florida |
Dr. Ivan Garibay | |
Associate Professor at University of Central Florida |