Othman BOUZAHZAH
LLM Engineer at Affiliate.ai- Claim this Profile
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Français Native or bilingual proficiency
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Anglais Full professional proficiency
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Arabe Native or bilingual proficiency
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Espagnol Limited working proficiency
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Langues berbères Native or bilingual proficiency
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Bio
Léa Vanbeversluys
Othman est un collaborateur brillant et intelligent. Il est autonome et créatif dans ses projets. A l'aise à l'oral et doté d'un vrai sens de la pédagogie il sait rendre accessible ses projets afin d'acculturer son auditoire. C'est un vrai plaisir de travailler avec lui au quotidien.
LinkedIn User
Othman est quelqu'un de curieux, autonome, qui a à cœur de réaliser ses projets le mieux possible, et que ceux-ci aient un impact réel dans les métiers utilisateurs. Il n'hésite pas à partager son savoir qu'il acquiert par de l'autoformation permanente, en tant que datascientist et technophile avéré.
Léa Vanbeversluys
Othman est un collaborateur brillant et intelligent. Il est autonome et créatif dans ses projets. A l'aise à l'oral et doté d'un vrai sens de la pédagogie il sait rendre accessible ses projets afin d'acculturer son auditoire. C'est un vrai plaisir de travailler avec lui au quotidien.
LinkedIn User
Othman est quelqu'un de curieux, autonome, qui a à cœur de réaliser ses projets le mieux possible, et que ceux-ci aient un impact réel dans les métiers utilisateurs. Il n'hésite pas à partager son savoir qu'il acquiert par de l'autoformation permanente, en tant que datascientist et technophile avéré.
Léa Vanbeversluys
Othman est un collaborateur brillant et intelligent. Il est autonome et créatif dans ses projets. A l'aise à l'oral et doté d'un vrai sens de la pédagogie il sait rendre accessible ses projets afin d'acculturer son auditoire. C'est un vrai plaisir de travailler avec lui au quotidien.
LinkedIn User
Othman est quelqu'un de curieux, autonome, qui a à cœur de réaliser ses projets le mieux possible, et que ceux-ci aient un impact réel dans les métiers utilisateurs. Il n'hésite pas à partager son savoir qu'il acquiert par de l'autoformation permanente, en tant que datascientist et technophile avéré.
Léa Vanbeversluys
Othman est un collaborateur brillant et intelligent. Il est autonome et créatif dans ses projets. A l'aise à l'oral et doté d'un vrai sens de la pédagogie il sait rendre accessible ses projets afin d'acculturer son auditoire. C'est un vrai plaisir de travailler avec lui au quotidien.
LinkedIn User
Othman est quelqu'un de curieux, autonome, qui a à cœur de réaliser ses projets le mieux possible, et que ceux-ci aient un impact réel dans les métiers utilisateurs. Il n'hésite pas à partager son savoir qu'il acquiert par de l'autoformation permanente, en tant que datascientist et technophile avéré.
Credentials
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Data Science on Google Cloud
QwiklabsDec, 2021- Nov, 2024 -
Practical Data Science Specialization
CourseraAug, 2021- Nov, 2024 -
Build, Train, and Deploy ML Pipelines using BERT
DeepLearning.AIJun, 2021- Nov, 2024 -
Analyze Datasets and Train ML Models using AutoML
DeepLearning.AIJun, 2021- Nov, 2024 -
Natural Language Processing with Classification and Vector Spaces
DeepLearning.AIFeb, 2021- Nov, 2024 -
Google Cloud Platform Big Data and Machine Learning Fundamentals
CourseraMar, 2019- Nov, 2024
Experience
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affiliate.ai
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United Kingdom
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Software Development
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1 - 100 Employee
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LLM Engineer
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May 2023 - Present
Aiming for 10x productivity in Affiliate Marketing by solving text-to-sql through large language models • Implementation of an LLM evaluation framework using wandb • Building tools on top of GPT-4 using Langchain & LlamaIndex • Building ELT data pipelines Aiming for 10x productivity in Affiliate Marketing by solving text-to-sql through large language models • Implementation of an LLM evaluation framework using wandb • Building tools on top of GPT-4 using Langchain & LlamaIndex • Building ELT data pipelines
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SFEIR
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France
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IT Services and IT Consulting
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700 & Above Employee
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Data Scientist
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Feb 2023 - Apr 2023
• Conducted a benchmark of Large Language Models and generative AI solutions. • Identified potential use cases for generative AI and interacted with various LLM APIs. • Prototyped a semantic search engine that allowed for chat functionality with PDF files.
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Data Science Consultant at Leroy Merlin
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Dec 2021 - Jan 2023
I assist my clients in identifying, framing, and implementing Data Science projects. Specifically, I: • Conduct workshops with business teams to discuss project objectives. • Collect, clean, and explore data. • Develop end to end pipelines for training, predicting, and evaluating Data Science models. • Participate in deploying models in batch and real-time modes. I design and implement monitoring tools, which involved: • Designing business KPIs. • Collecting and… Show more I assist my clients in identifying, framing, and implementing Data Science projects. Specifically, I: • Conduct workshops with business teams to discuss project objectives. • Collect, clean, and explore data. • Develop end to end pipelines for training, predicting, and evaluating Data Science models. • Participate in deploying models in batch and real-time modes. I design and implement monitoring tools, which involved: • Designing business KPIs. • Collecting and aggregating data from various sources. • Implementing several dashboards. I also participate in various company events, including: • Delivering Data Science talks to non-tech colleagues to help them better understand the field. • Presenting my work to my peers to exchange technical knowledge and expertise
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Banque Populaire du Nord
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France
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Banking
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700 & Above Employee
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Data Scientist
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Sep 2018 - Oct 2021
Conducted PoCs on customer behavioral scores and segmentations for relationship marketing, which involved: • Ideation with business teams and data collection. • Iterative modeling and MLOps. • Developing generic pipelines for various use cases. • Analyzing the impact after integrating into the CRM. Developed an NLP backend to process advisor-client interview reports, which involved: • Developing classifiers for different business needs. • Topic modeling and detecting… Show more Conducted PoCs on customer behavioral scores and segmentations for relationship marketing, which involved: • Ideation with business teams and data collection. • Iterative modeling and MLOps. • Developing generic pipelines for various use cases. • Analyzing the impact after integrating into the CRM. Developed an NLP backend to process advisor-client interview reports, which involved: • Developing classifiers for different business needs. • Topic modeling and detecting customer needs, followed by injecting them into the CRM for commercial follow-up. • Co-designing and developing a PowerBI dashboard to report the results. Mentored an intern on a product recommendation engine project, which involved: • Pair-programming and technical guidance. • Developing a REST API to consume the models. Developed an NLP PoC to process employee emails for customer satisfaction, which involved: • Developing an email preprocessing pipeline. • Developing a classification model to categorize emails according to intent. Promoted data and new technology awareness, which involved: • Presenting work to business teams. • Conducting workshops to popularize data usage. • Delivering technical presentations to the BPCE data scientists community. Technologies : Python (scikit-learn, spaCy, fasttext, gensim, melusine, mlflow…), Hortonworks Data Platform, SAS/SQL, PowerBI, SageMaker, S3, Atlassian Bitbucket
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Assistant chef de projet SIRH
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May 2018 - Aug 2018
I helped the HR team migrate from a desktop HRMS to a web app version. • I ensured data accuracy and consistency by using SQL queries and Python scripts to manipulate and analyze data. • I collaborated with business stakeholders to understand their needs and requirements for the web app, and conducted workshops to gather feedback and suggestions. • I implemented solutions to optimize data workflows and increase efficiency in data processing. • I gained hands-on experience with… Show more I helped the HR team migrate from a desktop HRMS to a web app version. • I ensured data accuracy and consistency by using SQL queries and Python scripts to manipulate and analyze data. • I collaborated with business stakeholders to understand their needs and requirements for the web app, and conducted workshops to gather feedback and suggestions. • I implemented solutions to optimize data workflows and increase efficiency in data processing. • I gained hands-on experience with database management, data analysis, and project management
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Silog ERP
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France
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Software Development
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1 - 100 Employee
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Data Analyst
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Mar 2017 - Jul 2017
Migration from desktop to web based ERP Migration from desktop to web based ERP
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Huawei
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China
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Telecommunications
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700 & Above Employee
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LTE engineer
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Jul 2016 - Aug 2016
Planification & LTE Radio Optimization Planification & LTE Radio Optimization
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Banque Populaire du Maroc (Groupe) Inc
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Morocco
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Banking
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700 & Above Employee
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Voip Network Engineer
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Jun 2015 - Jul 2015
VoIP integration VoIP integration
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Education
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2017 - 2019
Université de lille
Master's degree, Mathématiques Informatique Appliquées aux Sciences Sociales et Humaines -
2014 - 2017
Ecole Nationale des Sciences Appliquées
Diplôme d'ingénieur, Système d'information et Télécommunication -
2012 - 2014
Classes Préparatoires aux Grandes Ecoles
MPSI
Community
