Ilyass Salout — Python Developer · LLM & RAG · AI Automation · Full-Stack Web

Expertise in Full Stack Web (3.0 yr.), AI and Machine Learning (0.5 yr.).

Last verified on June, 2026

Core Skills

Bio Summary

• Built LLM and RAG features (prompt engineering, structured JSON outputs, multi-model fallback), including a RAG memory layer for continuous, personalized AI sessions.

• Shipped 8+ full-stack, user-facing features in a 4-month AI platform internship using FastAPI, Next.js, React, and TypeScript.

• Automated tasks and built web scrapers in Python (Selenium, BeautifulSoup, PyAutoGUI) in fintech environments.

• Strong in backend, REST APIs, and cloud (Azure, GCP, Firebase), with CI/CD and Agile.

• Master's in Computer Engineering & Big Data; game projects built in Unity and Unreal Engine 5.

Technical Skills

Programming Languages	Java, JavaScript, Python, TypeScript
Python Libraries and Tools	Beautiful Soup, NumPy
C++ Libraries and Tools	C/C++/C#
Mobile Frameworks and Libraries	Crashlytics
JavaScript Frameworks	Ext JS, Node.js, React
Python Frameworks	FastAPI, Flask
AI & Machine Learning	NumPy, PandasAI, RAG
Data Analysis and Visualization Technologies	Data Scraping, PandasAI
Databases & Management Systems / ORM	MySQL, PL/SQL, SQL, Supabase
UI Frameworks, Libraries, and Browsers	CSS, HTML, Tailwind CSS
Cloud Platforms, Services & Computing	AWS, Azure, GCP
Azure Cloud Services	Azure Blueprints
Methodologies, Paradigms and Patterns	Agile, OOP
SDK / API and Integrations	API, FastAPI, RESTful API
Deployment, CI/CD & Administration	CI/CD
Version Control	Git
Platforms	RPA
QA, Test Automation, Security	Selenium
Other Technical Skills	PyAutoGUI, Unreal Engine

Work Experience

Software Engineering Intern - NexTraction (AI platform for startup idea validation)

Duration: Feb 2026 – May 2026
Summary:

NexTraction is an AI platform that helps founders validate their startup ideas by providing AI-powered tools and features
The project involved building user-facing features and improvements across the full stack, including LLM-powered AI personas and voice pitch simulation

Responsibilities:

Developed and shipped 8+ user-facing features across backend and frontend.
Implemented LLM-powered multi-persona AI panel and voice pitch simulator with prompt design and speech integration.
Built a Retrieval-Augmented Generation (RAG) memory layer to maintain continuous and personalized AI conversations.
Refined frontend features including project dashboard, AI persona panel/chat, and PDF report export.
Fixed UI/UX issues and addressed code-review feedback.

Technologies: Python, FastAPI, TypeScript, Next.js, React, Tailwind CSS, Microsoft Azure, Google Cloud Platform (GCP), Firebase, Supabase, Git, LLMs, Retrieval-Augmented Generation (RAG), REST APIs

Bilingual Customer Service Advisor - Xceed

Duration: Jul 2024 – Dec 2024
Summary: Provided bilingual customer service support handling inbound calls in French and English, ensuring high-quality customer interactions and meeting performance targets.
Responsibilities:

Managed over 60 daily inbound calls in French and English.
Consistently met performance targets and maintained customer satisfaction.

Support Technician - Hightech Payment Systems (HPS) (PowerCard payment-system transaction analysis and automation)

Duration: Oct 2023 – Apr 2024
Summary:

Supported the PowerCard payment system by analyzing transaction data to identify processing issues and bottlenecks in a PCI-DSS-compliant environment
Automated routine monitoring tasks to improve operational efficiency

Responsibilities:

Analyzed payment transaction data using PL/SQL on Unix/Linux systems.
Investigated processing issues and bottlenecks in the payment system.
Developed scripts in C and Java to automate routine monitoring tasks and reduce manual checks.

Technologies: PowerCard, PL/SQL, C, Java, Unix/Linux, electronic payments (monétique)

Software Developer Intern - Hightech Payment Systems (HPS) (Full-stack internal web applications and automation)

Duration: Sep 2022 – May 2023
Summary:

Developed and maintained full-stack internal web applications to support company operations
Automated routine tasks to improve productivity and deployed projects to production environments

Responsibilities:

Developed front-end and back-end features using Laravel.
Fixed bugs and upgraded existing projects.
Automated routine tasks using Python and Selenium.
Deployed projects to production environments.

Technologies: Python, Laravel, Selenium

Software Developer Intern - Hightech Payment Systems (HPS) (IT technicians web app for inventory and sales management)

Duration: Mar 2022 – May 2022
Summary: Built a web application to help IT technicians manage and track inventory, suppliers, clients, and sales/purchases, including report exports in CSV, Excel, and PDF formats.
Responsibilities:

Developed web application features for inventory and sales management.
Implemented report export functionality in multiple formats.

Technologies: PHP, CSS, HTML, MySQL

Education

Master's Degree in Computer Engineering & Big Data
ENSA Berrechid
2024 – 2026
Professional License in Full-Stack Web Development & DevOps
FST Settat
2023 – 2024

Certification

Professional Certificate in Game Design & Development
ISART Digital (Ministry of Youth · French Embassy · UIR)
2025 – 2026

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