Skip to content
View OmarNouih's full-sized avatar
:octocat:
Code chaos
:octocat:
Code chaos
18 followers · 14 following

Organizations

@Data-Scale-Business

Block or report OmarNouih

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
OmarNouih/README.md
ChatGPT Image 13 mai 2026, 12_34_54
typing

LinkedIn  Portfolio  Gmail  GitHub  Telegram  WhatsApp

views  status



┌──────────────────────────────────────────────────────────────────────────┐
│  $ whoami                                                                │
│                                                                          │
│    name      →  NOUIH Omar                                               │
│    role      →  Chef de Projet Data & IA @ DataScale Business            │
│    degree    →  M.Sc. Intelligence Artificielle & Data Science           │
│               ↳ FST Tanger  ·  2023 – 2025                               │
│    base      →  Casablanca, Morocco  🇲🇦                                  │
│    mail      →  omarnouih@gmail.com                                      │
│    phone     →  +212 709-725-235                                         │
│    web       →  omarnouih.github.io/Portfolio                            │
│                                                                          │
│  $ core focus                                                            │
│                                                                          │
│    ▸  LLM-powered Assistants & RAG systems                               │
│    ▸  Real-time Data Pipelines  ·  Kafka  ·  Spark  ·  Airflow           │
│    ▸  Business Intelligence  ·  Power BI  ·  Looker Studio               │
│    ▸  NLP & Conversational AI                                            │
│    ▸  Full-Stack AI Product Development                                  │
│                                                                          │
│  $ metrics                                                               │
│                                                                          │
│    4+ Experiences  ·  7+ Projects    100+ Users Served  ·  95% SQL       │
└──────────────────────────────────────────────────────────────────────────┘


[ EXPERIENCE ]


DataScale

Chef de Projet Data & IA — DataScale Business Full-time

Piloting AI product roadmaps end-to-end · Coordinating cross-functional teams (data engineers, ML engineers, BI devs) · Delivering custom AI & BI solutions for retail, finance & logistics clients · Running C-level technical demos.

LLMs Power BI Azure ETL/ELT Python

DataScale

Data Engineer — DataScale Business Full-time

Built ETL/ELT pipelines across ERP, CRM & APIs · Developed predictive demand models & NLP text classification · Power BI & Looker Studio dashboards · Star/snowflake schema data modeling.

Python SQL Server PostgreSQL Power BI Looker

Labelvie

Data Scientist — PFE Intern — Labelvie Group Internship

Master's thesis: NL→SQL chatbot (GPT-4o + LangChain) deployed on WhatsApp with RBAC & audit logging · 95% SQL accuracy · Automated Excel reporting (-80% time) · Docker-containerized full solution.

GPT-4o LangChain Azure SQL Flask Docker

3DSF

Data Scientist & Lead Developer — 3D Smart Factory Internship

Built RucRut — AI recruitment platform: CV parsing with Transformers · 87% candidate-job match accuracy via vector similarity · LLM interview question generation · Reduced screening time by 60%.

Hugging Face LLaMA MongoDB Angular Flask

RAM

Chatbot Developer — Royal Air Maroc Internship

Rasa NLU + SpaCy HR assistant for 100+ employees on WhatsApp via Twilio · 92% intent accuracy · 75% HR ticket reduction · Multi-language FR/AR · Redis session state.

Rasa SpaCy Twilio Redis Flask


[ FEATURED PROJECTS ]


RucRut — AI Recruitment Platform

CV parsing · Semantic matching · LLM interview gen

87% match 400+ CVs

HF LLaMA Flask MongoDB

View

NL→SQL Chatbot (Labelvie)

GPT-4o + LangChain · WhatsApp · RBAC · Audit logs

95% SQL 80% saved

GPT-4o LangChain Azure SQL Docker

Confidential

HR Chatbot — Royal Air Maroc

Rasa NLU · FR/AR · WhatsApp · 100+ employees

92% accuracy 75% less tickets

Rasa SpaCy Twilio Redis

View

Real-Time Twitter Sentiment Pipeline

Kafka · Spark Streaming · NLP · Live dashboard

Real-time End-to-end

Kafka Spark Python

View

FSTT Academic Chatbot

RAG · LangChain · Vector DB · LLM · Student Q&A

RAG

LangChain Vector DB LLM

View

NYC Taxi Data Pipeline

Airflow · Kafka · Spark · dbt · PostgreSQL

Production

Airflow dbt Kafka Spark

View


[ TECH STACK ]


Core AI & ML

Python PyTorch TensorFlow Keras Scikit-Learn HuggingFace LangChain

Big Data & Real-Time

Kafka Spark Airflow dbt BigQuery Databricks

Databases

PostgreSQL MySQL SQL Server Azure SQL MongoDB Redis

Backend & Web

Flask FastAPI Django Angular PHP Java

BI · DevOps · Cloud

Power BI Looker Docker Git Azure Linux



[ GITHUB ANALYTICS ]

  



trophy



[ EDUCATION ]


FST Tanger

M.Sc. Intelligence Artificielle & Data Science — FST Tanger

Deep Learning · NLP · Computer Vision · LLMs & RAG · Big Data (Kafka, Spark, Airflow, dbt, BigQuery) · Master's Thesis: Conversational SQL Assistant on WhatsApp (GPT-4o + LangChain @ Labelvie)

FST BM

B.Sc. Génie Informatique (Computer Engineering) — FST Beni Mellal

Software Engineering · Java · C · PHP · Algorithms & Data Structures · SQL / PL/SQL · Full-Stack Web · PFE: HR Chatbot (Rasa / SpaCy / Twilio) @ Royal Air Maroc


[ CERTIFICATIONS ]

IBM ML

Verify

AI Fund

Verify


[ NOW PLAYING ]

Spotify


footer typing

footer

Pinned Loading

  1. SmartRecruit_LLM SmartRecruit_LLM Public

    RucRut is an AI-powered recruitment system that streamlines the hiring process by automatically generating interview questions, evaluating candidate responses, and providing real-time feedback. It …

    HTML 14 4

  2. Twitter-Streams Twitter-Streams Public

    Real-Time Sentiment Analysis on Twitter Streams is a web application that categorizes tweets into sentiments like Negative, Positive, Neutral, or Irrelevant. Built using Apache Kafka , Spark and Py…

    Python 1 1

  3. FSTStudentServices FSTStudentServices Public

    FST Student Service is a comprehensive web portal for the FST CHAOUIA, offering students and faculty streamlined access to essential academic resources, schedules, events, and document management s…

    Java 1

  4. Metaheuristic-Algorithms Metaheuristic-Algorithms Public

    This repository contains Python implementations, presentation materials, and reference articles for three optimization algorithms: Improved Atom Search Optimization (IASO), Social Mimetic Optimizer…

    Python 3 1

  5. GourmetPlace GourmetPlace Public

    GourmetPlace is a beginner-friendly restaurant website developed using PHP, HTML, and CSS. It includes online reservations, a dynamic menu, event details, and an 'About Us' page. This project combi…

    HTML 1

  6. FSTT-Chatbot FSTT-Chatbot Public

    Forked from AymanAitAhmed/FSTT-Chatbot

    Python 1 1