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Bechir Sellami, AI Lead

Bechir Sellami

AI Lead·Commercial Bank Of Dubai

United Arab Emirates

Master's degree, Business Administration And Computer Science

Work experience

Total years of experience: 17 years, 4 months

AI Lead

October 2023 - Present

Commercial Bank Of Dubai

Dubai, United Arab Emirates

October 2023 - Present

- Oversaw the bank's AI portfolio, driving strategic initiatives that delivered ~15M AED in financial impact within the first year.
- Delivered AI strategy presentations to the Executive Committee and Board.
- Partnered with vendors and internal stakeholders to implement AI solutions across the bank.
- Revamped GenAI-based chatbots, substantially increasing response quality and improving customer experience. (Tech stack: Azure OpenAI, LangChain)
- Conducted AI workshops for 250+ employees, fostering an AI-enabled workplace.

Company industry:
Banking
Job role:
Banking

Senior Data Scientist

March 2020 - September 2023

Bnp Paribas

Montreal, Canada

March 2020 - September 2023

Helped scale the AI Lab by hiring 10+ team members and fostering a culture of technical excellence.
Built and deployed several machine learning models—including classification, named entity recognition (NER), and segmentation:
- Designed and deployed an AI-powered payments clearing system that handles $400B+ in daily financial transactions, scaling operations while saving the equivalent of 4 FTEs.
- Secured a high-profile AI project by outperforming a competing startup in developing an ML-driven AML solution, reducing error rate by 50%.
- Streamlined payments clearing by developing an NER-based address parsing system, converting unstructured global addresses into structured components with 95% accuracy.
- Implemented a Document Image Transformer (DiT) model automating financial data extraction from scanned reports and reducing manual intervention.

Company industry:
Banking
Job role:
Information Technology

Data Scientist

September 2017 - February 2020

Bnp Paribas

Montreal, Canada

September 2017 - February 2020

Helped scale the AI Lab by hiring 10+ team members and fostering a culture of technical excellence.
Built and deployed several machine learning models—including classification, named entity recognition (NER), and segmentation:
- Designed and deployed an AI-powered payments clearing system that handles $400B+ in daily financial transactions, scaling operations while saving the equivalent of 4 FTEs.
- Secured a high-profile AI project by outperforming a competing startup in developing an ML-driven AML solution, reducing error rate by 50%.
- Streamlined payments clearing by developing an NER-based address parsing system, converting unstructured global addresses into structured components with 95% accuracy.
- Implemented a Document Image Transformer (DiT) model automating financial data extraction from scanned reports and reducing manual intervention.

Company industry:
Banking
Job role:
Information Technology

Quantitative Developer

December 2014 - September 2017

TD Asset Management

Montreal, Canada

December 2014 - September 2017

- Designed and deployed software applications for the automated collection and analysis of financial markets data. (Tech Stack: C#, PowerShell, T-SQL, SQL Server)
- Managed daily data delivery pipelines supporting multi-billion-dollar equity portfolio optimization, reducing delays and enhancing trading decisions.
- Developed interactive dashboards to track data processing workflows, improving operational visibility.

Company industry:
Financial Services
Job role:
Information Technology

Research Professional - Operations Research

September 2013 - November 2014

CIRRELT Research Institute

Quebec, Canada

September 2013 - November 2014

Implemented operations research algorithms to optimize vehicle routing and inventory management. (Tech Stack: C#, C++, CPLEX, Linux)

Company industry:
Scientific Research & Development
Job role:
Research and Development

Analytics and performance improvement Analyst

April 2009 - August 2012

BIAT Corporate Banking

Tunis, Tunisia

April 2009 - August 2012

- Partnered with key stakeholders to define new performance metrics for client portfolio management.
- Designed and developed analytics dashboards to enhance client management efficiency.

Company industry:
Banking
Job role:
Management

Consultant

February 2008 - March 2009

EY Consulting Services,

Tunisia

February 2008 - March 2009

• Delivered several IT consulting projects for banking and industrial clients, optimizing business
processes and system performance.

Job role:
Information Technology

Education

Laval University

September 2012

September 2012

Master's degree, Business Administration And Computer Science

Canada

GPA (point): 4.00 out of 4

GPA (point): 4.00 out of 4

Relevant Courses: Machine learning, Statistics, Operations Research, Simulation.
View attachment

ENIT

June 2005

June 2005

Bachelor's degree, Industrial Engineering

Tunisia

Skills

Analytics
Expert
Analytics
Expert
Artificial Intelligence
Expert
Artificial Intelligence
Expert
NLP
Expert
NLP
Expert
Python
Expert
Python
Expert
Machine Learning
Expert
Machine Learning
Expert
ARTIFICIAL INTELLIGENCE
Intermediate
ARTIFICIAL INTELLIGENCE
Intermediate
BEST EXECUTION
Intermediate
BEST EXECUTION
Intermediate
BUSINESS OBJECTIVES
Intermediate
BUSINESS OBJECTIVES
Intermediate
COMPLEX PROBLEM SOLVING
Intermediate
COMPLEX PROBLEM SOLVING
Intermediate
GENERATIVE ARTIFICIAL INTELLIGENCE
Intermediate
GENERATIVE ARTIFICIAL INTELLIGENCE
Intermediate
MACHINE LEARNING
Intermediate
MACHINE LEARNING
Intermediate
MASTER OF BUSINESS ADMINISTRATION MBA
Intermediate
MASTER OF BUSINESS ADMINISTRATION MBA
Intermediate
NATURAL LANGUAGE PROCESSING
Intermediate
NATURAL LANGUAGE PROCESSING
Intermediate
PREDICTIVE ANALYTICS
Intermediate
PREDICTIVE ANALYTICS
Intermediate
STRATEGIC PLANNING
Intermediate
STRATEGIC PLANNING
Intermediate

Social profiles

Languages

English
Expert
French
Expert
Arabic
Native Speaker

Training and Certifications

Certifications
Preparatory classes for engineering schools
Industrial Engineering Degree