Behrouz Barati B

Computer Science, Mathematics, and Software Engineering

"If I have seen further, it is by standing on the shoulders of giants."

Education

B.S. Computer Science, Math Minor, 2026 Class

Associate's Degree in Software Engineering

Entelligent

Co-Founder, Research and Development (R&D)

Visit Entelligent →

Research & Academia

Research & Publications

Alzheimer's Disease Diagnosis using Machine Learning

UCI DARWIN Dataset • medRxiv • in_revision

XGBoost Baseline with Cross-Validation

View Preprint →View Dataset →

Parkinson's Disease Voice Analysis

UCI Parkinson's Dataset • in_progress

Gradient Boosting Baseline

View Dataset →

Multi-Agent Learning on Geometric Spaces

Game Theory • Geometric Spaces • active

Memory-equipped agents on manifolds

Knowledge Graph & Base Systems

Graph Neural Networks • Embeddings • exploratory

Entity linking and relation extraction

Courses

Current Enrollment (Spring 2025)

COMP 542

Machine Learning

In Progress

COMP 541

Data Mining

In Progress

COMP 490

Senior Project I

In Progress

COMP 490L

Senior Project Lab I

In Progress

MATH 326

Discrete Mathematics

In Progress

MATH 482

Combinatorial Algorithms

In Progress

PHYS 220B

Electricity and Magnetism

In Progress

Completed Courses

Computer Science

COMP 442

Machine Learning

25SU

View Project →

A-

COMP 380

Introduction to Software Engineering

25SP

View Project →

A

COMP 380L

Software Engineering Lab

25SP

View Project →

A

COMP 310

Automata, Languages and Computation

25SP

B

COMP 282

Advanced Data Structures

24SU

A-

COMP 322

Introduction to Operating Systems

24SP

A

COMP 322L

Operating Systems Lab

24SP

A

COMP 182

Data Structures and Program Design

23SU

A

COMP 182L

Data Structures Lab

23SU

A

COMP 122

Computer Architecture and Assembly Language

23SU

A

COMP 122L

Computer Architecture Lab

23SU

A

COMP TR

Principles of Computer Programming

Transfer

A

COMP TR

Computer Networks Lab

Transfer

A

COMP TR

Principles of Database Design

Transfer

B

COMP TR

Database Design Lab

Transfer

A

Mathematics

MATH 250

Calculus III

25SU

A-

ENGR TR

Engineering Statistics

Transfer

A

MATH TR

Mathematics I

Transfer

B

MATH 262

Introduction to Linear Algebra

25SP

A

MATH 150B

Calculus II

24SP

A

MATH 150A

Calculus I

23FA

A

MATH 105

Pre-Calculus II

23SU

A

MATH 102

Pre-Calculus I

22FA

A

Physics

PHYS 220A

Mechanics

24SP

A

PHYS 220AL

Mechanics Lab

24SP

A-

PHYS TR

General Physics Lab I

Transfer

A

ENGR TR

Electric Circuits I

Transfer

B

ENGR TR

Electric Circuits I Lab

Transfer

A

ENGR TR

Logic Circuits Lab

Transfer

A

General Education

AAS 100

Introduction to Asian American Studies

25SU

B+

ART 305

Art and Mass Culture

24SP

A

POLS 155

American Political Institutions

23FA

B+

PHIL 317

History of American Philosophy

23FA

A

PHIL 305

Ethics and Policy

23FA

A

PHIL 230

Introduction to Formal Logic

23FA

A-

PSY 150

Introduction to Psychology

23SP

A

MUS 107

Music Today

23SP

A

MUS 105

Understanding Music

22FA

A

COMS 151

Fundamentals of Public Speaking

23SP

B

ENGL 113B

Approaches to University Writing B

23SP

A

GEOL 101

Geology of Planet Earth

22FA

B

GEOL 102

Geology of Planet Earth Lab

22FA

A

KIN TR

Basketball

Transfer

A

KIN TR

Karate

Transfer

A

TRAN TR

I.R.I Constitution

Transfer

A

Skills & Experiences

Experiences

Research and Development (R&D)

Multi-Agent Geometric Learning • Medical AI Diagnostics

Software as a Service (SaaS)

Entelligent Co-Founder • Knowledge Base Systems

Network & Security Systems Administrator

Infrastructure Management • Network and Security Maintenance

Teaching

Calculus Linear Algebra Statistics Classical Mechanics Electromagnetism Data Structures Algorithms Programming Basketball Assistant Coach Basketball Instructor Chess Coach Chess Instructor

Languages

Primary

Python TypeScript JavaScript

System

C C++Java

Scripting

Bash Shell SQL

Machine Learning

Core

NumPy SciPy scikit-learn PyTorch TensorFlow XGBoost

NLP

Transformers NLTK LangChain

Graph & Visualization

PyTorch Geometric Matplotlib Seaborn Plotly

Data Analysis

Pandas Jupyter Lab

Databases

Relational

PostgreSQL MySQL SQLite

Graph & Vector

Neo4j ChromaDB

NoSQL

MongoDB Redis

Full Stack Development & DevOps

Frontend

React Next.js Axios Fetch API GraphQL Client Tailwind CSS Framer Motion

Backend

FastAPI Flask Express JWT OAuth 2.0 Session-based Auth

DevOps

Docker Kubernetes AWS DigitalOcean Vercel

Tools

documentation

LaTeX Markdown Jupyter

version control

Git GitHub GitLab

development

VS Code IntelliJ IDEA Vim Neovim Cursor Claude Code Gemini

monitoring

Prometheus Grafana

ci cd

GitHub Actions

package managers

npm pip yarn conda

collaboration

Slack Discord Microsoft Teams Zoom

design

Figma Build.io Draw.io

spiders

BeautifulSoup Scrapy Requests Selenium Playwright Puppeteer lxml html.parser regex XPath REST APIs GraphQL APIs WebSocket

mcps

Claude Code Cursor GitHub Copilot Smithery Toolbox Desktop Commander Context7 DocFork Exa Firecrawl Web Search Sequential Thinking Hugeicons Upstash IDE Integration MCP Resources

Interests & Passions

Visions of the Future Past

Small Talk Only About:

Formal Logic Automata Computation Theory Tarski's Undefinability Theorem Gödel's Incompleteness Theorems Turing's Halting Problem Lambda Calculus Turing Machines Time Complexities P vs NP Graphs Networking Cybersecurity Penetration Testing Signal Processing Semi-Conductor Technologies Microprocessor Extreme Ultraviolet Lithography Group Theory Diagonal Arguments Number Theory Calculus Vector Analysis Vector Fields Cardinal and Ordinal Sets Infinities Divergence Series Complex Analysis Analytic Continuation Abstract Algebra Differentiable Manifolds Tensor Calculus Nash Equilibria Saddle Points Robustness Fairness Ethics Morality Literature Etymology Education Philosophy Sociology Epistemology Astrophysics Lagrangian Hamiltonian General Relativity Spacetime Singularities Standard Model Higgs Field Symmetries Entropy Time Arrow Time Quantum Mechanics Collapse of the Wave Function Undefinability-Incompleteness-Undecidability Free Will Determinism Orchestrated Objective Reduction Anesthesiology Microtubules Medicine Health Diagnostics Neuroimaging Neurodegenerative Diseases Autoimmune Neoplastic Pathology Psychiatry Psychotherapy Psychology Behavioral and Cognitive Sciences Neuroscience Neuroanatomy BCIs Prosthetics Business Finance Stock Market Index Funding Investments Art Music Classical Rock Metal Progressive Psychedelic Art-Rock Grunge Indie Electronic Movies Directing Writing Producing Anime Manga Video Games

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Behrouz Barati B

Education

Entelligent

Research & Academia

Research Interests

Research & Publications

Alzheimer's Disease Diagnosis using Machine Learning

Parkinson's Disease Voice Analysis

Multi-Agent Learning on Geometric Spaces

Knowledge Graph & Base Systems

Courses

Current Enrollment (Spring 2025)

Completed Courses

Computer Science

Mathematics

Physics

General Education

Skills & Experiences

Experiences

Teaching

Languages

Machine Learning

Databases

Full Stack Development & DevOps

Tools

Interests & Passions

Art & Music

Sports & Esports

Visions of the Future Past