Summary
Overview
Work History
Education
Skills
More Information
References
Extracurricular Activities
Languages
Timeline
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Abdelmounaim Misbah

Paris

Summary

Graduate in Big Data and AI, with practical experience as a data engineer and full-stack developer in Casablanca and Paris. Currently rolling my last master's year (M2), I am seeking an apprenticeship or pre-employment internship opportunity for my final year of master's (M2). Specializing in big data and machine learning, I have contributed to innovative projects at DavinciCad, HPS, and several startups, enhancing user experience through Big Data and AI solutions. Agile and multilingual, I am passionate about developing technologies that effectively address contemporary challenges.

Overview

5
5
years of professional experience

Work History

Big Data Engineer

Data
Paris
09.2024 - Current
  • Developing data integration pipelines for unification, migration, and synchronization using tools like DataStudio and Talend.
  • Implementing Big Data solutions with Google BigQuery, AWS, GCP, and Oracle Cloud for high-volume data processing.
  • Managing real-time data replication and processing with Apache NiFi, Kafka, Hadoop, and Spark.
  • Working with various databases, including SQL (MySQL, PostgreSQL), NoSQL (MongoDB, Cassandra), and key-value stores like Redis.
  • Ensuring data quality through deduplication, charset handling, and transformation workflows.
  • Supporting decision-making by feeding data warehouses and creating reports via QlikSense and Business Objects.
  • Designed and implemented ETL processes to extract, transform and load data into the Teradata warehouse.

DATA ENGINEER / Data Scientist

RADIO MARS
Casablanca
07.2023 - 10.2023
  • Design and Development of Data Management System: Conceived and developed a data management system
  • Data Structure and Characteristics Analysis: Analyzed the structure and characteristics of the data to understand its nature and quality (EDA)
  • Development of Recommendation System: Developed a recommendation system using a supervised learning classifier (KNN)
  • Implementation of Data Pipelines: Set up data pipelines to manage the data flow
  • Model Testing and Evaluation: Conducted tests and evaluations of the models
  • Skills: MySQL, EDA, Scikit-learn, Python, Pipelines, Machine Learning, TrelloDevelopment

DATA ENGINEER

DAVINCICAD
Casablanca
05.2022 - 09.2022
  • ELT Architecture Definition: Designed and implemented an efficient ELT architecture, reducing data processing time
  • Apache NiFi Implementation: Implemented Apache NiFi for data extraction from various sources, ensuring stable and secure connectivity, resulting in improved data ingestion efficiency
  • Kafka Configuration: Installed and configured Kafka for real-time data processing, enhancing data flow management and reducing latency
  • Data Transformation with PySpark: Used PySpark for transforming extracted data, optimizing performance, and ensuring reliable processing, leading to increased data processing speed
  • Storage Solutions Integration: Integrated storage solutions, including relational databases, HDFS, and NoSQL databases like Bigtable
  • This facilitated smooth data loading and improved accessibility
  • Data Management: Ensured adequate handling of various data types, including GPS locations, transactions, and master data, guaranteeing consistency and integrity
  • User-Friendly Interface Design: Contributed to the design of a user-friendly interface, enhancing user experience and usability
  • Skills: NiFi, Kafka, PySpark, Redis, Hadoop, Bigtable, ELT, NoSQL

MACHINE LEARNING DEVELOPER

DEVAME
Casablanca
07.2021 - 10.2021
  • Design and development of a hypervisor, integrating advanced features for monitoring various devices
  • This system automates the detection of vehicle license plates and chassis, reporting irregularities in real-time
  • Simultaneously, it ensures precise traceability of hotel security personnel via a dedicated application, guaranteeing efficient and secure surveillance management
  • Define Specifications for Monitoring Various IoT Devices: Defined specifications for monitoring various IoT devices, such as cameras, sensors, and GPS
  • Integrate Machine Learning Models: Integrated machine learning models to detect vehicle license plates and chassis, reporting any anomalies
  • Create Specific Modules: Created specific modules to monitor IoT devices and interpret the collected data
  • Implement Tracking Mechanisms: Implemented mechanisms for accurately tracking security personnel within the hotel premises
  • Conduct Thorough Testing: Conducted thorough testing to ensure the reliability of detection, tracking, and management functionalities
  • Skills: Laravel, TensorFlow, Machine Learning, Python, MySQL, NoSQL, IoT, Streaming Data

Full Stack Developer

HPS
Casablanca
03.2020 - 11.2020
  • Develop a complete local system for managing employee visa and leave requests, integrating an authorization framework to facilitate integration with future requests
  • Set up a local development environment with the necessary tools, including database servers and development platforms
  • Test and verify the functionality of the existing infrastructure
  • Design a modular architecture for tracking requests
  • Select appropriate technologies for system development
  • Implement authorization mechanisms to control access to features
  • Design an intuitive interface
  • Write detailed documentation for future maintenance
  • Skills: MySQL, HTML, CSS, PHP, Apache, Trello

Education

Master of Science - Big Data & IA

Epitech
Paris
01.2025

Bachelor -

Ynov campus
Casablanca
01.2023

Bac + 1 -

Supinfo Internaltional
Casablanca
01.2020

Baccalauréat -

Abdelaziz Fechtali
Casablanca
01.2019

Skills

  • Apache Nifi
  • Scikit-learn
  • Pandas
  • Numpy
  • Python
  • R
  • Java
  • ETL/ELT/EL
  • Hadoop
  • Spark
  • Kafka
  • Feature engineering
  • Hive
  • SQL
  • NoSql
  • Oracle
  • Redis
  • Bigquery
  • Dbt
  • Machine learning ( Supervised, Semi-supervised, Unsupervised )
  • Data analyse
  • Airflow
  • PyTorch
  • Matplotlib
  • Seaborn
  • JS
  • Symfony
  • Laravel
  • NodeJS
  • VueJs
  • Bootstrap
  • GIT
  • API
  • Wordpress
  • Docker
  • Kubernetes
  • Google Console Platform (GCP)
  • GitLab CI/CD
  • Bash-scripting
  • Scrum
  • Agile
  • Slack
  • Trello
  • Confluence
  • Notion
  • Jira
  • Teamwork
  • Adaptability
  • Conflict Resolution
  • Creativity
  • Organization

More Information

 Title: DATA ENGINEER  | Date of Birth: 06-20-2001   |  Nationality: Marocain   | Driving License: B

References

  • Mr Zakaria DRISSI EL MALIANI, maliani.zakaria@gmail.com, +212651513516, Sofrecom Maroc / Orange France
  • Mr Ali MATAR, aliimatar@gmail.com, Hillstone

Extracurricular Activities

  • Membre of BDE, YNOV, Casablanca, 2021, 2023
  • Professor, CanYouWeb, Casablanca, 2020, 2023
  • Professor, Data Lab, Casablanca, 2022, 2023

Languages

Arabic
First Language
French
Upper Intermediate (B2)
B2
English
Upper Intermediate (B2)
B2

Timeline

Big Data Engineer

Data
09.2024 - Current

DATA ENGINEER / Data Scientist

RADIO MARS
07.2023 - 10.2023

DATA ENGINEER

DAVINCICAD
05.2022 - 09.2022

MACHINE LEARNING DEVELOPER

DEVAME
07.2021 - 10.2021

Full Stack Developer

HPS
03.2020 - 11.2020

Master of Science - Big Data & IA

Epitech

Bachelor -

Ynov campus

Bac + 1 -

Supinfo Internaltional

Baccalauréat -

Abdelaziz Fechtali

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Abdelmounaim Misbah