Ahmad Abboud, Ph.D.

Canada

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Updated 8 months ago

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Years Experience

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Education

About

Certified AI/ML Engineer, Data Scientist, and PhD in Information Technology with a multidisciplinary track record across academia, public health, and the private sector. I specialize in applying machine learning, generative AI, and computational biology to real-world challenges in precision medicine, drug resistance modelling, and life sciences. My expertise spans AI/ML engineering, data science, data engineering, and advanced biomedical systems, including work with AlphaFold, Rosetta, protein-ligand docking, and in silico treatment analysis. I also bring experience in blockchain, wearable technologies, IoT, 5G, VR, and RAG-based intelligent agents and multi-agents. With a PhD from Université de Limoges (France), I combine scientific depth with practical innovation to design intelligent systems that improve healthcare outcomes, research capabilities, and technology-driven impact.

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Experience (16 roles)

AI/ML Architect

Current

Caylent

Nov 2024 - Present · 9 mos·Canada · Remote

At Caylent, I lead the design of scalable AI/ML systems leveraging Generative AI, LLMs, and AI Agents to drive business innovation. I conduct GenAI Strategic Assessments to identify high-impact use cases, evaluate readiness across data, talent, and infrastructure, and develop actionable AI adoption ...

Permanent Full-time · 2 yrs 8 mos

2 roles · Apr 2022 - Nov 2024

Senior Consultant, OMNIA AI

Jun 2023 - Nov 2024 · 1 yr 6 mos

Assisted both private and public organizations in the development and maintenance of Big Data and Machine Learning solutions. Leveraged tools such as Microsoft Autogen and LangChain to create multi-agent generative AI solutions, streamlining the process for businesses and reducing time and costs ass...

Consultant, OMNIA AI

Apr 2022 - Nov 2024 · 2 yrs 8 mos

Collaborating with the Omnia AI team as a Data Scientist and Full Stack Developer to address system challenges for major Canadian Organizations. Projects Sample: 1. Scaling Up Snow Plowing Solution - Role: Senior Data Scientist - Description: Utilizing Geotab telematic IoT tracking tool, Ci...

Machine Learning Researcher

Eigen Innovations Inc. · Contract Part-time

Jan 2022 - Apr 2022 · 4 mos·Fredericton, New Brunswick, Canada · Remote

Engineered an Anomaly Detection Model to address zero defects challenges in Industry 4.0 production lines. Created a tool optimizing cloud storage by employing information entropy-based ranking features that reduces the cost for raw data storage by approximately 40%. Pioneered a service facilitatin...

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Education (5)

University of New Brunswick

Jan 2022 - Mar 2022

Activities and societies: Working as a Machine Learning Scientist at Eigen Innovations and as a postdoc with UNB in a joint program. Skills: Amazon Web Services (AWS) · Research and Development (R&D) · AWS SageMaker · Deep Neural Networks (DNN) · Encoders · Machine Learning

Université Laval

Jan 2021 - Dec 2021

Activities and societies: Publications: - Article: Acceptability, Feasibility, and Effectiveness of Immersive Virtual Technologies to Promote Exercise in Older Adults: A Systematic Review and Meta-Analysis. Using AI/ML to help Poststroke patients and the Elderly to improve their mobility and health Skills: Amazon Web Services (AWS) · C# · Microsoft Azure · Software Project Management · Virtual Reality (VR) · Machine Learning

Université de Limoges

2014 - 2017

Activities and societies: Xlim Labs Publications -Article: Smart Massive MIMO: An Infrastructure Toward 5th Generation Smart Cities Network -Article: Forecasting and skipping to Reduce Transmission Energy in WSN -Article: Indoor Massive MIMO: Uplink Pilot Mitigation Using Channel State Information Map -Article: On the Improvement of Multi-nary Content Addressable Memory Skills: Team Management · Matlab · Linux

Skills (43)

JupyterWeb ScrapingStructural BioinformaticsGitHubCloudAWSLinuxPythonAWS LambdaAzure FunctionsContinuous Integration and Continuous Delivery (CI/CD)Cascading Style Sheets (CSS)Amazon AthenaGenerative AIBusiness StrategyLarge Language Model Operations (LLMOps)AWS Command Line Interface (CLI)MLOpsAzure Cosmos DBVisual StudioTest PlanningMulti-agent SystemsBiotechnologySageMakerMySQLPostgreSQLTableauAzureSageMakerJavaScriptTensorFlowUnityPlayFabfastaiJavaLangChainLinuxAWSAzureSageMakerCombineAzureAWS

Certifications (18)▼

Data Science: R

HarvardX - An Online Learning Initiative by Harvard University through edX

Data Science: Machine Learning

HarvardX - An Online Learning Initiative by Harvard University through edX

Data Science: Visualization

HarvardX - An Online Learning Initiative by Harvard University through edX

Data Science: Probability

HarvardX - An Online Learning Initiative by Harvard University through edX

Data Science: Capstone

HarvardX

Verified International Academic Qualifications

World Education Services

Python Basics for Data Science

IBM

IELTS

British Council

Genomic Data Science with Galaxy

The Johns Hopkins University

Data Science: Wrangling

HarvardX - An Online Learning Initiative by Harvard University through edX

Data Science: Linear Regression

HarvardX - An Online Learning Initiative by Harvard University through edX

Microsoft Certified: Azure Data Engineer Associate

Microsoft

Introduction to Genomic Technologies

The Johns Hopkins University

AWS Certified Machine Learning – Specialty

Amazon Web Services (AWS)

Data Science: Inference and Modeling

HarvardX - An Online Learning Initiative by Harvard University through edX

Microsoft Certified: Azure Data Fundamentals

Microsoft

Professional Certificate in Data Science

HarvardX - An Online Learning Initiative by Harvard University through edX

Data Science: Productivity Tools

HarvardX - An Online Learning Initiative by Harvard University through edX

Publications (10)▼

CSI Map for indoor Massive MIMO

IEEE · Jun 1, 2017

On the Improvement of Multi-nary Content Addressable Memory

British Journal of Mathematics & Computer Science · Feb 15, 2013

Article: Smart Massive MIMO: An Infrastructure Toward 5th Generation Smart Cities Network

Acceptability, Feasibility, and Effectiveness of Immersive Virtual Technologies to Promote Exercise in Older Adults: A Systematic Review and Meta-Analysis

MDPI · Feb 24, 2023

Interference mitigation in 5G mobile networks: Uplink pilot contamination in massive TDD MIMO scheme

University of Limoges · Sep 1, 2017

Indoor Massive MIMO: Uplink Pilot Mitigation Using Channel State Information Map

2016 IEEE Intl Conference · Jun 15, 2016

Multi-Nary Content Addressable Memory Based on Artificial Neural Networks

Journal of Advances in Computer Networks · Jan 15, 2013

Forecasting and skipping to Reduce Transmission Energy in WSN

International Journal of Research in Engineering and Science (IJRES) · Jun 6, 2016

Atténuation des interférences dans les réseaux mobiles 5G : Contamination pilote des liaisons montantes dans le schéma massif MIMO TDD

CCSD · Oct 1, 2017

Channel Coherence Classification with Frame-Shifting in Massive MIMO System

Springer · Oct 1, 2017

Languages (3)▼

French(Elementary proficiency)English(Professional working proficiency)Arabic(Professional working proficiency)

Honors & Awards (3)▼

1st Prize at Watsonx Challenge GSI Generative AI Hackathon

Issued by IBM · Oct 2023

For Bagging the 1st Prize at Watsonx Challenge GSI Generative AI Hackathon IBM GENAI Hackathon.jpg

Green Dot Award

Issued by Deloitte · Feb 2023

Associated with Deloitte For relentlessly going above and beyond. EverydayGratitude_GoldDotAward_6Feb2023 CoT.png

Bronz Dot Award

Issued by Deloitte · May 2023

Associated with Deloitte For delivery excellence EverydayGratitude_BronzeDotAward_2May2023 CoW Project.png

Frequently Asked Questions

What is Ahmad Abboud, Ph.D.'s current role?▼

Ahmad Abboud, Ph.D. is currently working as AI/ML Architect at Caylent.

Where did Ahmad Abboud, Ph.D. study?▼

Ahmad Abboud, Ph.D. studied Postdoctoral Fellow, Artificial Intelligence at University of New Brunswick. They have 5 education entries on their profile.

What skills does Ahmad Abboud, Ph.D. have?▼

Ahmad Abboud, Ph.D.'s top skills include Jupyter, Web Scraping, Structural Bioinformatics, GitHub, Cloud. They have 43 skills listed on their profile.

Where is Ahmad Abboud, Ph.D. based?▼

Ahmad Abboud, Ph.D. is based in Canada.