Hello, I'm

Abdelrahman

Kanakri

|

Aspiring Data Scientist skilled in Python, Machine Learning, NLP, and Data Analytics. Proven ability to develop predictive models, analyze complex datasets, and deliver insights through tools like SQL, Tableau, and Power BI.

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Abdelrahman Kanakri
Python PyTorch TensorFlow Scikit-learn Pandas NumPy PostgreSQL MySQL Docker Kubernetes LangChain Hugging Face ChromaDB
About Me

Building the future with data-driven
insights & AI solutions

Who I Am

I'm a passionate Data Scientist and AI Engineer with a Bachelor's degree in Data Science & Artificial Intelligence from Irbid National University (2024). I specialize in building end-to-end machine learning pipelines, crafting intelligent AI agents, and transforming raw data into actionable insights.

With hands-on experience across deep learning, NLP, computer vision, and AI automation, I bridge the gap between cutting-edge research and real-world business applications. I thrive on solving complex problems and delivering measurable impact through data.

Education

BSc Data Science & AI

Irbid National University — 2024

2+ Years Experience
8+ Projects
13 Certificates
What I Do

AI & Data Science Solutions

AI Model Development

Architecting and deploying end-to-end machine learning solutions. I specialize in creating custom models, from CNNs and RNNs to fine-tuned LLMs, that solve critical business problems and drive tangible results.

Custom CNN architectures RNN & LSTM models Fine-tuned LLMs Transfer learning

Data Science Solutions

From data cleaning and exploratory analysis (EDA) to creating insightful dashboards, I provide end-to-end data solutions that drive informed decision-making.

Data cleaning/preprocessing EDA Feature engineering Statistical modeling

AI Automation Systems

Designing and implementing AI-driven automation systems using tools like n8n. I integrate custom RAG models to streamline complex business workflows, reducing manual processing time by 25%.

Workflow automation (n8n) Custom RAG integration Process optimization 25% manual work reduction
My Journey

Work Experience

AI Lead Engineer

HyvenTech December 2024 – Present
  • Architected and deployed AI-powered chatbot for company website to enhance customer engagement
  • Developed custom AI agents for business process automation and intelligent workflow optimization
  • Led Computer Vision projects leveraging deep learning for real-world applications
  • Designed and implemented end-to-end AI solutions aligned with business objectives

Data Scientist Trainee

Correlation One Fellowship Program October 2024 – March 2025
  • Completed intensive training in advanced data science methodologies
  • Built end-to-end machine learning pipelines for real-world datasets
  • Analyzed IMDB Top 1000 dataset using feature engineering and data visualization

AI Automation Trainee

Robotna Education September 2024
  • Gained hands-on experience in AI automation technologies and workflows
  • Developed automated solutions for streamlining business processes
  • Collaborated with cross-functional teams on AI integration projects

Data Science & ML Internship

SHAI February 2022 – May 2022
  • Developed predictive models using scikit-learn and TensorFlow
  • Performed exploratory data analysis on complex datasets
  • Created interactive dashboards for data-driven decision making
My Work

Featured Projects

Feb 2025 · Graduation Project

Smart Recycling System

Developed a smart recycling system that helps automatically classify waste materials (95% accuracy) using CNN and analyzes consumer behavior.

Deep Learning Computer Vision Python TensorFlow
View on Kaggle
May 2024 · Healthcare AI

Diabetes Prediction Model

End-to-end ML project predicting diabetes onset (86% accuracy with XGBoost) from comprehensive diagnostic data.

Python XGBoost CatBoost Scikit-learn
View on Kaggle
2024 · Regression Analysis

Sport Cars Price Prediction

ML model predicting sports car prices with exceptional accuracy (R² = 0.9926) using Random Forest Regressor on 1,007 records.

Machine Learning Random Forest Pandas Seaborn
View on Kaggle
Jan 2025 · Correlation One

IMDB Top 1000 Movies Analysis

Comprehensive data cleaning, feature engineering, and visualization (Tableau) to uncover trends in movie success factors.

Data Analysis Feature Engineering Pandas Tableau
View on Kaggle
May 2025 · Medical AI

Lung Cancer Prediction

Automated detection system using fine-tuned ResNet50 (91% val accuracy) for medical image classification.

Deep Learning Medical AI ResNet50 Computer Vision
View on Kaggle
Jul 2025 · NLP

News Category Classification

Classified 209,000+ news articles into 41 categories (59% accuracy) using a 1D CNN deep learning model.

NLP Text Classification Deep Learning 1D CNN
View on Kaggle
Aug 2025 · AI Automation

Data Scientist Agent

Custom Telegram AI assistant enabling non-technical users to query documents and databases via natural language.

AI Automation NLP Telegram Bot RAG
View on GitHub
2026 · Agent-Based AI

AI Q&A Assistant

RAG-based AI agent using ChromaDB and Mistral AI embeddings to chat with documents, complete with evaluation tools.

LangChain RAG FastAPI ChromaDB
View on GitHub
2026 · Tutorial Series

RAG From Scratch Tutorial

A 14-part hands-on tutorial building RAG systems from the ground up — covering indexing, retrieval, generation, multi-query, RAG Fusion, RAPTOR, ColBERT, routing, and query construction.

LangChain RAG ChromaDB Mistral AI ColBERT
View on GitHub
Expertise

My Skills

Technical Skills

Python Java C++ Deep Learning Machine Learning Pandas NumPy Data Analytics NLP Scikit-learn TensorFlow RAG LangChain Vector Databases Embeddings RAG Fusion Query Routing RAPTOR ColBERT Prompt Engineering Pydantic Chunking Strategies Semantic Search Hybrid Search Re-Ranking Multi-Query RAG Agentic RAG Query Construction Document Loaders Data Structures Algorithms

Tools & Platforms

Tableau Power BI Looker Git Google Colab Jupyter Notebook Docker Kubernetes PostgreSQL MySQL ChromaDB

Soft Skills

Leadership Teamwork Communication Time Management Problem Solving
Credentials

Certificates & Achievements

Automation and AI Agent Training Course

Robotna · Sep 2025

IC3 Digital Literacy Certification

Certiport · May 2025

Tech for Jobs Advanced Data Analytics Program

Correlation One · Mar 2025

The Data Science Course: Complete Bootcamp 2024

Udemy/365 Careers · Jul 2024

Machine Learning

Simplilearn · Aug 2023

Machine Learning Part 2

Unihance · Jul 2023

Statistics for Data Science and AI

Unihance · Jul 2023

Machine Learning Part 1

Unihance · Jun 2023

Modelling in Data Science

Unihance · Apr 2023

Statistics for Business Analytics & Data Science

Unihance · Jan 2023

Python For Data Science (Part 2)

Unihance · Jul 2022

Python For Data Science (Part 1)

Unihance · Jun 2022

Introduction to Artificial Intelligence

Unihance · Jun 2022

Reach Out

Get In Touch

GitHub

View My Code