© 2022 – Designed by Sajjad Farrokhzad. All rights reserved.
Hi, I'm Behrooz (Ermia)
Based in “127.0.0.1”
As a data scientist and AI researcher, I’m engaged in developing deep learning and machine learning models to improve the efficiency and management of information.
Hi, I'm Behrooz (Ermia)
Based in “127.0.0.1”
As a data scientist and AI researcher, I’m engaged in developing deep learning and machine learning models to improve the efficiency and management of information.
About Me
About Me
These days, I am fascinated by understanding behaviors of advanced intelligent systems, such as large language models, diffusion models, and multi-modal neural networks, and aligning them effectively with human desire.
As a researcher in the field of Artificial Intelligence, I am fortunate to have had the opportunity to delve into a wide range of disciplines. My areas of expertise include Large Language Models (LLMs), Vision-Language Representation Learning, and Self/Semi/Weakly Supervised Learning.
I have had the privilege of working alongside esteemed organizations such as UC Berkeley and Georgia Tech, where I have contributed to cutting-edge research initiatives. Through these experiences, I have gained a deeper understanding of the complexities and nuances of the field, and I remain committed to furthering my knowledge in pursuit of scientific advancement.
My Experience
- Major: Bioinformatics
- GPA: -
- Rank: -
- Major: Applied Mathematics
- GPA: 18.42
- Rank: 1𝑠𝑡/30
- Major: Pure Mathematics
- GPA: 18.33/20
- Rank: 2𝑛𝑑/80
- Major: No Major
- GPA: 17.04
- Rank: 1𝑠𝑡/45
Researcher
Part Time | Remote
Jan 2020 – Present
Responsibilities:
• Developing Graph Neural Networks for Drug-Target interaction problems.
Tools:
Prinicpal Data Scientist
Part Time | Remote
July 2019 – Present
Responsibilities:
• Developing Deep Learning Algorithms for Cell-Oriented Drug Discovery Problems.
• Providing Statistical & Bioinformatics Analysis of Data.
Tools:
Data Scientist
Part Time | Remote
Feb 2021 – July 2022
Responsibilities:
• Developing Deep Learning Algorithms to Analyze more than 40 million Customer’s Data.
Tools:
Data Scientist
Part Time | Remote
Jun 2020 – Jan 2021
Responsibilities:
• Developing Machine Learning Algorithms to Analyze more than 40 million Customer’s
Data.
Tools:
Data Scientist
Part Time | Remote
Sep 2018 – Jan 2019
Responsibilities:
• Developing Advanced Recurrent Neural Networks for DNA Sequencing Problem.
• Providing Statistical & Bioinformatics Analysis of Data.
Tools:
Chief Data Scientist
Full Time | Office
Nov 2015 to Oct 2018, Dec 2018 to June 2020
Responsibilities:
• Developing Data Analysis and Machine Learning Algorithms.
• Developing Packages and Softwares for Statistical Analysis of Customer’s Data.
Tools:
PhD Scholarship Awards
Department of Biomedical Data Science
Jan 2020
Services
AI Services
I provide end-to-end deep learning pipeline design, modeling and deployment services.
Ideation
Providing assistance in defining problems, conducting feasibility studies, and defining project scope.
Exploratory Data Analysis
Obtaining and analyzing data, examining insights from datasets, and assessing biases and imbalances in datasets.
Data Labeling and Cleaning
Cleaning and debiasing data, creating datasets, defining features, and transforming data.
Model Development
Training and evaluating the model on data and selecting the most promising models to be further developed.
Hyper Parameter Optimization
Utilizing a hyperparameter optimization algorithm to gain optimal performance from the model.
Model Optimization
Optimize the model for inferencing by quantization and conversion into a portable form such as OpenVINO, ONNX, and TFlite.
Blogs
Recent News
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Amet, egestas. Id fermentum nullam ipsum massa.
Contact
Let's discuss your project
- +41 78 212 9004
- info@behrooz.ai
- Bio-Innovation Centre, Unit 25, Cambridge Science Park, Cambridge, UK. CB4
I’m always open to discussing product
design work or partnerships.