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Nidal Shahin.

AI for Everyone

Crafting 
Intelligent systems
Digital solutions
Smart applications
Scalable models
Mobile experiences
Intelligent systems

Nidal Shahin

About Me

I am a 22-year-old Junior Data Science and AI Engineer at PIO-TECH.

With a strong foundation in various AI fields and a keen interest in creating unique visual designs & animations, I am constantly exploring new ways to apply my growing knowledge and experience to deliver elegant solutions for real-world problems.

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Nidal Shahin

Areas of Focus

  • • Machine & Deep Learning
  • • MLOps
  • • LLMs
  • • Computer Vision
  • • Data Science
  • • Microservices Development
  • • AI Research

Work Experience

Pio-Tech

Amman, Jordan · On-site • 4 mos

Junior Data Science Engineer

Full-time
CurrentSep 2026 - Present · 1 mo

Artificial Intelligence Intern

Internship
Jun 2026 - Sep 2026 · 4 mos
  • •Built a multilingual (Arabic/English) customer intelligence platform using RAG, ChromaDB, and Sentence Transformers to process unstructured banking messages.
  • •Engineered FastAPI microservices for real-time multi-intent classification, priority scoring, and PII masking (JO IBANs, National IDs) with a Streamlit bank operator frontend.
  • •Developed FraudSight, an anomaly detection engine combining Isolation Forest and ECOD ensembles with SHAP explainability for transparent transaction risk scoring.
  • •Deployed production-ready FastAPI endpoints integrated with a Next.js real-time monitoring dashboard and MLflow for lifecycle management.
Artificial Intelligence (AI)MLOpsFastAPIRAGChromaDB

Projects

LLM Customer Intelligence System

An AI-driven fintech platform designed for Jordanian digital banking that transforms unstructured multi-lingual customer messages (Arabic, English, code-switching) into structured actionable intelligence using RAG, PII masking, and multi-intent classification.

PythonFastAPIStreamlitChromaDBSentence TransformersOllamaGoogle GeminiPytest
LLM Customer Intelligence System

LLM Customer Intelligence System

FraudSight

An end-to-end banking and financial fraud detection solution leveraging machine learning models to identify high-risk transactions, detect anomalous patterns, and deliver real-time risk scoring through an interactive analytics dashboard.

Pythonscikit-learnXGBoostPandasNumPyStreamlit
FraudSight

FraudSight

Block and Breach

A comprehensive research framework for evaluating Large Language Model (LLM) security through systematic empirical validation of adversarial attack vectors, external defensive classifier layers, and mechanistic explainability telemetry.

PythonJupyter NotebookLlama-3Qwen2.5CaptumBitsAndBytesGroq APIKaggle
Block and Breach

Block and Breach

Clash of Brains - صراع الحنكة

A sophisticated, team-based Arabic trivia game featuring diverse knowledge categories, multiple difficulty levels, and a modern dark-themed interface across mobile, web, and desktop.

FlutterDartProviderAudioplayersGoogle FontsJSON
Web
Clash of Brains - صراع الحنكة

Clash of Brains - صراع الحنكة

Shahin Exams

A cross-platform practice application built with Flutter that features interactive quizzes, real-time performance analytics, and progress tracking for certification exams.

FlutterDartRiverpodFirebaseSharedPreferencesGo Router
Web
Shahin Exams

Shahin Exams

Engagement Analysis System

An optimized deep learning application that analyzes human engagement in video content using Vision Transformers (ViT) and GRU architectures, featuring real-time temporal tracking and visualization.

PythonPyTorchVision Transformer (ViT)GradioOpenCVtimmAlbumentations
Hugging Face
Engagement Analysis System

Engagement Analysis System

Job Market Cheat Codes

An end-to-end machine learning pipeline and research paper analyzing ~1.6M synthetic job listings to predict salaries and classify roles using NLP and GPU-accelerated regression, classification, and clustering models.

Pythonscikit-learnSentenceTransformers (SBERT)RAPIDS cuMLTF-IDFMatplotlib
Job Market Cheat Codes

Job Market Cheat Codes

Multi-Input Academic Summarizer

An advanced LLM-powered tool that generates structured summaries from diverse sources including text, PDFs, DOCX files, and YouTube transcripts, featuring bilingual support (English/Arabic) and automated quality assessment.

PythonGoogle Gemini APIFaster WhisperGradioPyTorchBeautifulSoupyt-dlp
Hugging Face
Multi-Input Academic Summarizer

Multi-Input Academic Summarizer

CXR Classification: MobileNet vs DenseNet

A comparative deep learning study using MobileNetV2 and DenseNet121 to classify Chest X-Ray images, featuring transfer learning and detailed performance evaluation on the COVID-19 Radiography Database.

PythonPyTorchTorchvisionMatplotlib
CXR Classification: MobileNet vs DenseNet

CXR Classification: MobileNet vs DenseNet

CXR Classification: OpenAI CLIP

An implementation of zero-shot and fine-tuned classification for medical imaging using OpenAI's CLIP, leveraging vision-language pre-training to identify pathologies in radiographic data.

PythonPyTorchCLIPHugging Face
CXR Classification: OpenAI CLIP

CXR Classification: OpenAI CLIP

COVID-19 Detection from CXRs

A deep learning system utilizing custom Convolutional Neural Networks (CNN) to classify chest X-ray images into three categories: Normal, COVID-19, and Pneumonia, featuring feature map visualization and ordinal distribution analysis.

PythonPyTorchScikit-learnOpenCVMatplotlibPandasNumPy
COVID-19 Detection from CXRs

COVID-19 Detection from CXRs

SMASH IT!

A fast-paced, multi-layered brick breaker game featuring diverse brick types (Emerald, Gold, Stone, Wood), a dynamic power-up system with attribute modifiers, and an immersive soundscape.

PythonPygameObject-Oriented Programming (OOP)
SMASH IT!

SMASH IT!

My Portfolio (This Website)

A high-performance developer portfolio featuring a custom Neural Canvas with 3D projection logic, premium glassmorphism UI, and responsive components designed for a seamless aesthetic experience.

Next.jsReactCanvas APITailwind CSSFirebaseStyled Components
Web
My Portfolio (This Website)

My Portfolio (This Website)

Get In Touch

Connect With Me

Email
LinkedIn
GitHub
Instagram
Kaggle