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Javad Baghirov

Software Engineer & Machine Learning Engineer

Passionate about Cloud Architecture and Machine Learning, specializing in NLP and Computer Vision

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Awards & Publications

Outstanding Research Award

Purdue University - Computer Science Department

Recognized for exceptional contributions to protein structure modeling using cryo-EM data. This research led to authorship of two book chapters and a forthcoming first-author publication.

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Purdue CS Outstanding Research Effort Award

Recent Publications

Protein Secondary Structure and DNA/RNA Detection for Cryo-EM

Methods in Molecular Biology • September 2024

View on PubMed

Computational Methods for Bimolecular Structure Modeling

CRC Press • Book Chapter • September 2024

View Chapter

Currently Exploring

AI-Powered Diagram Generation

Experimenting with diffusion models for generating structured technical diagrams. Exploring different approaches to maintain diagram structure while allowing creative visualization.

AI ResearchComputer VisionDiffusion ModelsTechnical Diagrams

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Featured Projects

Showcasing innovation and technical excellence

EMSuite Server

2000+ Users

Interactive 3D Visualization of Proteins with real-time molecular modeling

DjangoREST APIPythonNode.js

View Project GitHub

FitQuest

Received Investment

Comprehensive fitness tracking application with progress analytics and AWS integration

DjangoREST APIPythonFlutter

View Project GitHub

MNIST CNN - CPU vs GPU

CNN inference on MNIST with CPU (PyTorch/JIT) vs GPU (CUDA) including NCHW vs NHWC layout analysis; reports throughput and accuracy.

PythonDeep LearningPyTorchCUDA

View Project GitHub

Optimizing FOLFOX (MSML604)

PK/PD modeling and constrained optimization of FOLFOX-6 dosage/timing to maximize tumor reduction while minimizing neuropathy/neutropenia (AUC/TDM).

PythonOptimizationHealthcare

View Project GitHub

All Projects

Explore my complete portfolio of projects

EMSuite Server

2000+ Users

Interactive 3D Visualization of Proteins with real-time molecular modeling

DjangoREST APIPython

View Code

FitQuest

Received Investment

Comprehensive fitness tracking application with progress analytics and AWS integration

DjangoREST APIPython

View Code

Wise Connect

Healthcare appointment platform connecting patients with specialists

DjangoREST APIPython

View Code

Kitchen Companion

Recipe discovery platform with social features and AWS cloud integration

SpringBootREST APIJava

View Code

Controlled Chaos Game

2D top-down action game with dynamic physics and AI-driven gameplay

Java

View Code

Pathfinding Visualizer

Interactive demonstration of pathfinding algorithms including A*, Dijkstra, and BFS

Java

View Code

School Attendance System

Django-based web application for student attendance management

DjangoPythonMySQL

View Code

MNIST CNN - CPU vs GPU

CNN inference on MNIST with CPU (PyTorch/JIT) vs GPU (CUDA) including NCHW vs NHWC layout analysis; reports throughput and accuracy.

PythonDeep LearningPyTorch

View Code

Optimizing FOLFOX (MSML604)

PK/PD modeling and constrained optimization of FOLFOX-6 dosage/timing to maximize tumor reduction while minimizing neuropathy/neutropenia (AUC/TDM).

PythonOptimizationHealthcare

View Code

Technical Skills

Technologies and frameworks I work with

Django

REST API

AWS

MySQL

PostgreSQL

Python

Java

SpringBoot

Flutter

Dart

React

Node.js

TypeScript

JavaScript

Machine Learning

Deep Learning

PyTorch

CUDA

Optimization

Healthcare

Computer Vision

Let's Work Together

I'm always interested in new opportunities and exciting projects

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