Transforming Unstructured Data into Actionable Intelligence

PhD Senior AI Researcher & Data Scientist specializing in NLP, Generative AI and Document Intelligence

10+ Years in AI
20+ Publications
50% Efficiency Gain
200+ Citations
# Expertise in AI Systems
def analyze_documents(docs):
    # RAG for intelligent extraction
    insights = extract_insights(docs)
    # Fuzzy clustering
    patterns = identify_fuzzy_patterns(insights)
    return optimize_process(patterns)

About Me

PhD-level AI Researcher & Data Scientist with a decade of experience specializing in automated document intelligence and information extraction. Expert in designing advanced NLP systems that transform unstructured text into actionable insights.

Measurable Impact

50%
Efficiency increase with novel clustering algorithm
20+
Peer-reviewed research papers published
>90%
Project success rate across end-to-end deliveries
200+
Academic citations for research contributions

Professional Expertise

Problem Solving & Innovation

Creative solutions for complex business problems, delivering 50%+ efficiency gains through innovative algorithms and novel approaches.

AI Research & Development

Deep Learning LLMs RAG Machine Learning

Results-Oriented & Analytical

Focus on delivering measurable business impact and data-driven decision making with quantifiable outcomes.

Model & API Development

Model Prototyping FastAPI React Optimization

Collaboration & Communication

20+ publications, international conference presentations, and clear stakeholder communication across technical and business teams.

Research & Technical Leadership

Research Supervision PhD Mentoring Technical Docs Team Leadership

Project Leadership

End-to-end project delivery with >90% success rate from planning to deployment, ensuring alignment with business objectives.

Full AI/ML Project Lifecycle

MLOps AWS Azure CI/CD

Proactive Mentorship

Mentored PhD students to successful defense, supervised DBA candidates' research, and led intern teams on AI projects.

Data & Model Engineering

Data Pipelines Model Evaluation Metrics-Driven Development

My Professional Philosophy

"I combine deep technical expertise with strong business acumen to deliver AI solutions that are innovative, practical, scalable, and deliver measurable ROI. My approach bridges cutting-edge research with real-world applications."

Research-to-Production Pipeline Business Impact Focus Collaborative Innovation Measurable Results

Ready to Transform Your Data into Intelligence?

Let's discuss how my expertise in AI, NLP, and Document Intelligence can drive innovation and efficiency in your organization.

Contact Me Download CV

Featured Projects

End-to-end AI solutions from research to production

Intelligent Email Classification

DBS Banking • 2022-2023

90%+ F1 Score achieved

Multi-label classification system for customer service emails, improving accuracy from 70% to over 90% through enhanced data preprocessing.

NLP Deep Learning Multi-label
View detailed case study

Financial Table Extraction

Financial Spreading • 2021-2022

96% Detection accuracy

Automated extraction of financial tables from PDF reports using hybrid CV/NLP pipeline, achieving 95%+ accuracy on critical financial data.

Computer Vision OCR YOLOv3 PDF Processing
View detailed case study

Murex Reconciliation Clustering

Trading Systems • 2020-2021

96% Data reduction

Clustering solution for trading system reconciliation, reducing dataset by 96% while maintaining 97% of critical root cause information.

Clustering FuzzyART Big Data
View detailed case study
View All Experiences

Recent Research

Most Cited Publication

Two evidential data based models for influence maximization in Twitter

Knowledge-Based Systems | 66 Citations | 2017

Read Abstract →

Latest Publication

Advancing automatic plant classification system in Saudi Arabia

Modeling Earth Systems and Environment | 51 Citations | 2024

View Details →

Get In Touch

Open to consulting, research collaboration, and full-time opportunities

Location & Mobility

Paris, Île-de-France

Open to: Remote • Hybrid • On-site

Or contact me directly at: jendoubi.siwar@yahoo.fr