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Software Engineering + Applied AI

JavadBaghirov

Software Engineer & Machine Learning Engineer

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

Cloud ArchitectureNLPComputer Vision

11

Projects

4

Publications

2024

Award

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Javad Baghirov

Currently Focused On

Machine learning systems, cloud-native architecture, and NLP solutions

Recognition & Research

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

Publications in Software Engineering and Machine Learning

  • Park, J.H., Baghirov, J., et al. Advanced Tools for Cryo-EM Structure Modeling, Validation, and Refinement. (2025).

  • Baghirov, J., et al. BPS2025 Kihara Lab EM Webserver Biophysical Journal (2025).

  • Baghirov, J., et al. Protein Structure Detection for Cryo-EM Using Emap2sec+. Methods in Molecular Biology (2025).

  • Baghirov, J., et al. Computational Methods for Biomolecular Structure Modeling for Cryo-EM. CRC Press (2024).

Highlighted Work

Featured Projects

Main ProjectPaper UpcomingFeatured

SlideParser

Built a multimodal system that converts lecture PDFs into interactive narrated lectures with synchronized visual highlights and AI-generated explanations.

slideparser.com
RAGSAM3Next.jsPythonFastAPIOCR

Complete Portfolio

All Projects

Explore my complete portfolio of projects

SlideParser

Paper Upcoming

Built a multimodal system that converts lecture PDFs into interactive narrated lectures with synchronized visual highlights and AI-generated explanations.

RAGSAM3Next.jsPython
EMSuite Server

EMSuite Server

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

DjangoREST APIPythonNode.js
FitQuest

FitQuest

Comprehensive fitness tracking application with progress analytics and AWS integration

DjangoREST APIPythonFlutter
AI Presentation Architect (OpenAI Hackathon 2025)

AI Presentation Architect (OpenAI Hackathon 2025)

Built an AI system that generates PPTX/PDF presentations from PDFs, DOCX, and transcripts using structured JSON layouts, OCR + GPT correction, retrieval alignment (embeddings + BM25 + MMR), and LoRA fine-tuning on 40K+ slide-document pairs.

PythonLoRAReactFlask
MNIST CNN - CPU vs GPU

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
Optimizing FOLFOX (MSML604)

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
Wise Connect

Wise Connect

Healthcare appointment platform connecting patients with specialists

DjangoREST APIPythonFlutter
Kitchen Companion

Kitchen Companion

Recipe discovery platform with social features and AWS cloud integration

SpringBootREST APIJavaAWS
Controlled Chaos Game

Controlled Chaos Game

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

Java
Pathfinding Visualizer

Pathfinding Visualizer

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

Java
School Attendance System

School Attendance System

Django-based web application for student attendance management

DjangoPythonMySQL

Tech Stack

Technical Skills

Technologies and frameworks I work with

Django
REST API
AWS
S3
MySQL
PostgreSQL
Python
Java
SpringBoot
Flutter
Dart
React
Node.js
TypeScript
JavaScript
Machine Learning
Deep Learning
PyTorch
CUDA
Optimization
Healthcare
Computer Vision
FastAPI
Next.js
OCR
SAM3
RAG
LoRA
Flask
RunPod

Get In Touch

Let's Work Together

I'm always interested in new opportunities and exciting projects