Hello, I'm

Yousef Ferwana

I'm a |

AI Engineer passionate about building production-ready machine learning solutions, with a focus on advancing AI-driven solutions that make a real impact.

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0+ Work Experiences
0+ Certifications
0+ Projects Built
Yousef Ferwana

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About Me

Know Me Better

AI Engineer passionate about building production-ready machine learning solutions, with a focus on advancing AI-driven solutions.

Currently serving as an AI & Data Engineer at Procapita Group, contributing to the development and deployment of a custom AI agent powered by the Qwen3-8B model, utilizing LoRA fine-tuning techniques to enhance model efficiency and deliver domain-specific insights.

Supported by practical experiences at Just Click IT, Diyar United Company, and DSV, where technical skills in web development, server management, and sentiment analysis were strengthened. Proficient in utilizing tools like LLMs, LangChain, and Git BASH to deliver impactful AI solutions.

Location Kuwait City, Kuwait
Education Al Ahliyya Amman University
Current Role AI & Data Engineer @ Procapita
Email ferwanayosef@gmail.com
AI/ML
Python
LLMs
RAG
LoRA
AWS
Azure
LangChain
Docker
NLP
Experience

Where I've Worked

Current
Nov 2025 – Present

AI & Data Engineer

Procapita Group · Full-time

Sharq, Al Asimah, Kuwait · On-site

Developed and deployed a custom AI agent utilizing the Qwen2.5-7B model to process over 5000+ enterprise files. Building production-ready AI solutions with LoRA fine-tuning for domain-specific insights.

Qwen LoRA AI Agents Fine-tuning
Mar 2025 – Jul 2025

Web Developer

Just Click IT · Internship

Amman, Jordan · Hybrid

Involved in a variety of technical tasks and real-world projects that enhanced understanding of web development, server management, and content management.

CSS HTML JavaScript Server Mgmt
Feb 2025 – Mar 2025

Artificial Intelligence Engineer

Diyar United Company · Internship

Kuwait · Hybrid

Worked on fine-tuning and evaluating multiple pre-trained language models to enhance sentiment analysis accuracy and deliver business insights. Conducted research on AWS AI services.

Machine Learning NLP AWS Sentiment Analysis
Sep 2024 – Oct 2024

IT Support Specialist

DSV – Global Transport and Logistics · Internship

Kuwait · On-site

Supported IT operations by implementing biometric authentication and a new ticketing system. Automated report generation with Excel macros, cutting report generation time significantly.

IT Support Excel Macros Leadership Automation
Projects

What I've Built

Web App ● Live

Athar Fadwa

A comprehensive Islamic platform featuring Qur'an, Hadith, Athkar, Prayer Tools, and AI-powered RAG search — serving a growing community of users.

React RAG AI Supabase
Visit Live Site
AI/ML

Medicaa – AI Medical Chatbot

Offline medical chatbot using LLaMA-2 & Pinecone for semantic search. Achieved 84% accuracy with full data privacy — all queries processed locally.

LLaMA-2 Pinecone LangChain NLP
View on GitHub
MLOps

MLOps Production-Ready ML

End-to-end MLOps pipeline for production-ready machine learning — covering model training, deployment, monitoring, and CI/CD best practices.

Python Docker MLflow CI/CD
View on GitHub
Enterprise AI ● Active

Enterprise AI Agent

Custom AI agent powered by Qwen2.5-7B with LoRA fine-tuning, processing 5000+ enterprise files for domain-specific insights at Procapita Group.

Qwen LoRA Python Enterprise
Enterprise — Private
Certifications

Professional Credentials

IBM AI Engineering

IBM

Microsoft AZ-104

Microsoft Azure Administrator

Machine Learning in Python

Anaconda

Become a Data Analyst

LinkedIn Learning

Generative AI

IBM

Fine-Tuning LLMs

IBM

RAG & Agentic AI

IBM

More Coming Soon...

Always Learning

Skills

My Tech Arsenal

AI & Machine Learning

Large Language Models
Fine-Tuning (LoRA)
RAG Systems
NLP
Sentiment Analysis
LangChain
Pinecone
Generative AI

Programming & Tools

Python
JavaScript
HTML5
CSS3
Git & GitHub
Git BASH
Excel / VBA

Cloud & DevOps

AWS AI Services
Microsoft Azure
Docker
MLOps / CI/CD
Server Management

Soft Skills

Leadership
Team Collaboration
Communication
Problem Solving
Project Management
Contact

Let's Connect

Have a project in mind or just want to say hello? I'd love to hear from you!

Location

Kuwait City, Kuwait