Hello, I'm Elias Dargham

AI Engineer | ML Specialist | Computer Vision Expert

Passionate about building intelligent systems that solve real-world problems through machine learning, deep learning, and computer vision technologies.

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Elias Dargham
import tensorflow as tf
from keras import Sequential
model = Sequential()
model.compile( 'adam')

About Me

I'm a passionate software engineer with expertise in machine learning, deep learning, and computer vision. Known for quickly learning concepts and efficiently connecting ideas to solve complex problems.

4+

Years Experience

15+

Projects Completed

3

Certifications

Education

Masters in Artificial Intelligence

École Supérieure d'Ingénieurs de Beyrouth

  Aug 2023 - Dec 2024

  Grade: 16.73/20 (~3.7+/4.0 GPA)

Bachelor of Science in Computer Science

Lebanese American University

  Aug 2016 - Jun 2021

Technical Skills

Machine Learning & AI

Keras TensorFlow PyTorch MLFlow LLMs Computer Vision

Programming Languages

Python C# C/C++ TypeScript JavaScript

Frameworks & Technologies

.NET Core Node.js Express Flutter OpenCV

Databases & Tools

SQL Server PostgreSQL Docker Git Linux

Selected Projects

Rainfall Data Analysis

Jan 2025 - Jul 2025

Master's thesis project analyzing rainfall data using satellite imagery and machine learning. Achieved 46.2% improvement over statistical methods using TCN with Sparse Attention.

Python PyTorch Google Earth Engine NASA Giovanni

Project Hackerman

Dec 2024

AI-powered network security analysis tool that interprets Nmap scan results and generates user-friendly reports with recommended next steps.

Ollama Gemini OpenAI Nmap

MLOps Pipeline

Nov 2024

End-to-end training and inference pipeline for YOLO models with experiment tracking, continuous model serving, and CI/CD workflows.

MLFlow Docker GitHub Actions PyPoetry

Project HawkEYE

Mar - Apr 2024

Computer vision pipeline combining YOLOv8 object detection, DeepSort tracking, and ExpansionNetV2 for automated image captioning.

PyTorch TorchServe Docker OpenCV

Shopply Mobile App

May - Aug 2023

Cross-platform mobile application connecting entrepreneurs with suppliers and clients. Full-stack development with modern Flutter UI and Node.js backend.

Flutter TypeScript Node.js PostgreSQL

Neural Style Transfer

2022 - 2024

Deep learning model that applies artistic styles to images using neural style transfer techniques with TensorFlow and Keras.

TensorFlow Keras Python TensorBoard

Experience

AI Engineer

Systeminence S.A.L.

Feb 2025 - Present

  • Developed YOLO models for road-safety violation detection including seatbelt, helmet and mobile usage detection
  • Created human pose detection models for raised hand detection in school environments
  • Oversaw deployment of computer vision models on edge devices
  • Worked on Vehicle-License Plate Recognition software components

Junior Software Engineer

Systeminence Offshore S.A.L.

May 2021 - Jan 2025

  • Developed and optimized features for large-scale video management system integrations
  • Built distributed systems using Windows Management Instrumentation (WMI) extensions
  • Created neural network classifiers for license plate template classification
  • Developed real-time media players with multi-source streaming capabilities

Software Development Intern

SABIS International School

Jul - Aug 2019

  • Assisted in developing new features using Ionic Framework
  • Helped with testing and bug fixing in internal projects

Get In Touch

Let's Connect

I'm always interested in discussing new opportunities, collaborating on AI/ML projects, or simply connecting with fellow developers and researchers.

Location

St. Thecla Street Bouar, Lebanon

Languages

Arabic Native
English Fluent
French Professional

Send Me a Message

Have a project in mind or want to discuss opportunities? Drop me a message and I'll get back to you soon.

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