Hey, I'm

Ayouba

Professional portrait

About Me

My name is Doumbia Ayouba, a pretty calm person by nature. Unfortunately or maybe not (I guess we never know), I do everything to do as little as possible, and that's what led me to software.

I love having this magic at my fingertips.

+ data

In this highly connected 21st century, I have big data as another string to my bow.

Profile

Enjoy learning new technologies and continuously improving my skill set.

Like reading Mangas, philosophy and classic literature.

Albert Camus is one of my favorite authors !

Studies & Experiences

My Background

During 4+ years of study, I had the opportunity each time to practice, apply, learn and experiment in a real business setting.

2024 — 2026

Data Scientist

L'Identité Numérique - La Poste (Cybersecurity division)

Alongside my Master's Degree at ESGI in Artificial Intelligence and Big Data specialization, I worked on a user behavior anomaly detection system, applying machine learning on logs, and building internal and private data interfaces.

I joined the DevOps team in my second year where I built data pipelines and helped integrate security into existing DevOps processes.

Data Scientist work sample 1

2023 — 2024

Business Intelligence & API Developer

SETE - Société d'Exploitation de la tour Eiffel

During my Bachelor's degree at ESGI, I had the opportunity to work as an apprentice at the Eiffel Tower Operating Company, where I contributed to various projects related to data analysis, extracting insights from data, building dynamic reports, and REST API development.

Business Intelligence & API Developer work sample 1

2021 — 2023

Junior Developer & Online Service Management

Jumbo Pneus & CMBZ Consulting

I completed two internships during BTS SIO, which stands for "Brevet de Technicien Supérieur – Services Informatiques aux Organisations." It's a two-year post-secondary degree in computer science.

At Jumbo Pneus, I assisted in managing online services, provided technical support to clients, and learned about object-oriented programming.

At CMBZ Consulting, I learned a lot about advanced web development, such as using frameworks, writing tests, and documentation. I worked on both frontend and backend tasks.

Junior Developer & Online Service Management work sample 1
Junior Developer & Online Service Management work sample 2

Services

Kind of things I can work on

Examples of tasks across different domains. Each represents a type of solution I can successfully develop and deliver.

Users →
Recommended:
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Recommendation Systems
Collaborative filtering, content-based recommendations, and personalized user experiences.
Source
Kafka
Spark
Storage
Real-time Data Pipeline
Processing large volumes of data with sub-second latency using Kafka and Spark.
E-commerce Platform
Scalable microservices architecture with real-time inventory management.

AI-powered responses with context awareness...

Real-time chat

AI Chat Application
Real-time chat with AI-powered responses and context awareness.
Machine Learning Models
Neural networks, deep learning, and predictive models.
Users
12.5K
Revenue
$45K
Growth
+23%
Data Visualization Dashboards
Interactive analytics, business intelligence, and real-time data visualization.
NER
Sentiment
Topics
Classify
Translate
Summarize
Q&A
NLP Applications
Natural language processing with text classification, sentiment analysis, and language models.
AWS
Azure
GCP
Load Balancer
Pod
Pod
Pod
Database Cluster
Cloud Deployment
AWS, Azure, GCP deployment with Kubernetes, serverless architecture, and scalable infrastructure.
GET
/api/users
POST
/api/data
PUT
/api/update
DEL
/api/remove
API Development
RESTful APIs, microservices architecture, and scalable backend systems.
Fun
Always exploring new technologies and building exciting projects just for fun!

Portfolio

Featured Projects

A curated selection of polished projects I'm proud to showcase. I'm continuously working on new projects and refining existing ones—this section is regularly updated with my latest work.

Reinforcement Learning Framework
01

Reinforcement Learning Framework

Framework with multiple algorithms and diverse environments.

Python
Explore Project

More projects in progress! Check my GitHub for experimental work and ongoing developments.

Explore All My Work on GitHub

Credentials

Certifications

Professional certifications that validate my skills and commitment to continuous learning in the tech industry.

Introduction to Data Science

Cisco

2025

ID: 7601eabc-5ed2-45e7-9afd-89af31676045

View Credential

Introduction to Modern AI

Cisco

2025

ID: 002801ab-56e9-4a4a-887b-5c3308d032f9

View Credential

Continuously expanding my knowledge through additional certifications and professional development.

Expertise

Skills & Technologies

Languages

PythonTypeScriptScalaSQLRustJava

Frameworks & Libraries

ReactNext.jsNode.jsFastAPITensorFlowPyTorch

Data & ML

Apache SparkAirflowKafkaScikit-learnMLflowPandas

Cloud & DevOps

AWSGCPDockerKubernetesCI/CDTerraformGitHub Actions

Databases

PostgreSQLMongoDBRedisElasticsearchSnowflake

Tools & Practices

GitAgileSystem DesignAPI DesignTestingDocumentation

Get In Touch

Got a Vision? Let's Bring It to Life!

Whether you're interested in collaborating on innovative projects or exploring new opportunities, whether you're a startup or an established company, I'd love to hear from you.

Doumbia Ayouba | Data & ML Engineer Portfolio