Available to hire
I’m Ben Alla Ismail, an AI Engineer specializing in LLMs, agentic systems, and production ML. I have 2+ years shipping production LLM systems, including voice conversion (<80 ms), RAG pipelines (<350 ms, >100M docs), and multi-agent extraction at scale.
I’m experienced in agentic orchestration, RAG, fine-tuning, and cloud deployment (AWS, Azure, GCP). I enjoy building robust, scalable ML systems and collaborating with teams.
Experience Level
Expert
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Language
French
Fluent
English
Fluent
Arabic
Fluent
Work Experience
AI Engineer at Monce.ai
September 1, 2025 - PresentDesign and implement a feedback loop enabling continuous improvement of AI agents by dynamically adapting to client-specific needs to increase extraction accuracy. Implemented an evaluation system for agents based on multiple metrics and diagnostic techniques to facilitate iteration, performance analysis, and model optimization. Optimized the data extraction pipeline to ensure higher reliability and alignment with client requirements.
AI Engineer at SteelSeries
April 1, 2025 - September 1, 2025Developed a real-time voice conversion system based on deep learning, reducing latency and improving target voice quality for live applications. Created a multi-voice mixing module with the LLVC architecture. Enhanced naturalness of voice in StreamVC (low latency) for more realistic vocal conversion.
AI Engineer at Juridia
January 1, 2024 - July 1, 2024Designed a RAG system for legal documents integrating FastAPI, LlamaIndex, PostgreSQL and Qdrant. Improved search through cross-encoder rerankers and expanded multilingual support. Built a web interface with Next.js/React for advanced search, integrated with FastAPI and Docker deployment.
AI Engineer at 3D Smart Factory, Morocco
July 1, 2023 - August 1, 2023Fine-tuned GPT-2 to generate responses from scientific articles using NLP tools.
AI Engineer at 3D Smart Factory, Morocco
August 1, 2023 - September 1, 2023Developed YOLO and SegNet models for detection and segmentation for autonomous vehicles.
AI Engineer at Technocolabs Softwares
June 1, 2023 - July 1, 2023Created a predictive risk analysis pipeline for loan repayment using TensorFlow.
AI Full-Stack Engineer at Dev-Bay
August 1, 2022 - October 1, 2023Developed the official Dev-Bay site with a user-behavior-based recommendation system.
Stagiaire Ingénieur IA – Deep Learning at SteelSeries
April 1, 2025 - September 1, 2025Developed a real-time voice conversion system based on deep learning (Python and PyTorch) to transform any source voice into a target voice. Designed and integrated a low-latency voice fusion module (LLVC) for interactive applications.
Stagiaire en Intelligence Artificielle at Aritale
January 1, 2024 - July 1, 2024Designed and deployed a Retrieval-Augmented Generation (RAG) system for legal document management, integrating FastAPI, LlamaIndex, PostgreSQL, and Qdrant. Optimized document search with cross-encoder models and re-rankers. Built an advanced Next.js web interface with keyword search, vector similarity, metadata filtering, and multilingual support.
Stagiaire en Machine Learning at 3D Smart Factory
July 1, 2023 - August 1, 2023Fine-tuned GPT-2 to generate academic responses from articles, created datasets and automated corpus enrichment using NLP tools (Hunspell, SymSpell, FuzzyWuzzy, TextBlob, SpaCy).
Stagiaire en Vision par Ordinateur at 3D Smart Factory
August 1, 2023 - September 1, 2023Developed YOLO and SegNet models for detecting and segmenting images of autonomous vehicles, implemented in PyTorch. Optimized GPU processing on Mapillary Vistas dataset and deployed on FPGA with Vivado for embedded production.
Stagiaire en Science des Données at Technocolabs Softwares
June 1, 2023 - July 1, 2023Developed a predictive analytics pipeline to assess early loan repayment risk, using TensorFlow, Pandas and NumPy. Applied statistical methods (ANOVA, regression, chi-square, PCA, hypothesis testing) for feature analysis and data preprocessing.
Stagiaire Développeur Web et IA at Dev-Bay
August 1, 2022 - October 1, 2023Developed the official Dev-Bay website, improving functionality, UX and responsive design. Implemented a user-behavior-based recommendation system with a supervised classification model.
Stagiaire en Intelligence Artificielle – Retrieval-Augmented Generation (RAG) pour la gestion documentaire juridique at Aritale
January 1, 2024 - July 1, 2024Designed and deployed a RAG system integrating FastAPI, LlamaIndex, PostgreSQL and Qdrant; optimized document search via cross-encoder models and re-rankers; built a Next.js web interface with keyword search, vector similarity, metadata filtering and multilingual support.
Stagiaire en Machine Learning – 3D Smart Factory at 3D Smart Factory
July 1, 2023 - August 1, 2023Fine-tuned the GPT-2 model to generate responses to academic questions from articles; created datasets and automated corpus enrichment using NLP tools (Hunspell, SymSpell, FuzzyWuzzy, TextBlob, SpaCy).
Stagiaire en Vision par Ordinateur – 3D Smart Factory at 3D Smart Factory
August 1, 2023 - September 1, 2023Developed YOLO and SegNet models for detection and segmentation of autonomous vehicle images; GPU-accelerated processing for the Mapillary Vistas dataset and FPGA deployment with Vivado for embedded production.
PFA – Développement d’une application fitness multiplateforme at ENSA Maroc
February 1, 2022 - May 1, 2023Developed a multiplatform fitness application; integrated a deep learning module to automatically calculate body metrics from images; implemented transformer-based moderation to filter offensive language.
Machine Learning Engineer at 3D Smart Factory
July 1, 2023 - August 1, 2023Fine-tuned GPT-2 to generate academic Q&A from scientific articles using NLP tools.
Computer Vision Engineer at 3D Smart Factory
August 1, 2023 - September 1, 2023Developed and optimized YOLO & SegNet models for autonomous vehicle object detection and segmentation.
Junior Data Scientist at Technocolabs Softwares
June 1, 2023 - July 1, 2023Built a predictive analysis pipeline for early bank loan repayment risk using TensorFlow and statistical models.
Full-Stack AI Engineer at Dev-Bay
August 1, 2022 - October 1, 2023Developed the official Dev-Bay website with a recommendation system based on user behavior.
AI Engineer at Monce.ai, France
September 1, 2025 - PresentDesigned and implemented a feedback loop enabling continuous improvement of AI agents, dynamically adapting to client requirements to increase extraction accuracy. Developed a comprehensive agent evaluation system based on multiple metrics. Optimized the data extraction pipeline to ensure strong alignment with business requirements.
AI Engineer at SteelSeries, France
April 1, 2025 - September 1, 2025Developed a real-time voice conversion system using deep learning. Created a multi-voice mixing module and enhanced the naturalness of voice conversion for live applications.
AI Engineer at Juridia, Morocco
January 1, 2024 - July 1, 2024Designed and deployed a RAG system for legal documents, integrating multiple technologies to improve search results and enhance multilingual support.
Machine Learning Engineer at 3D Smart Factory, Morocco
July 1, 2023 - August 1, 2023Fine-tuned GPT-2 to generate academic Q&A from scientific articles utilizing NLP tools.
Computer Vision Engineer at 3D Smart Factory, Morocco
August 1, 2023 - September 1, 2023Developed and optimized YOLO & SegNet models for autonomous vehicle object detection and segmentation.
Junior Data Scientist at Technocolabs Softwares, India
June 1, 2023 - July 1, 2023Built a predictive analysis pipeline for early bank loan repayment risk using TensorFlow and statistical models.
Full-Stack AI Engineer at Dev-Bay, Morocco
August 1, 2022 - October 1, 2023Developed the official Dev-Bay website with a recommendation system based on user behavior.
AI Engineer Intern – Deep Learning at SteelSeries
April 1, 2025 - September 1, 2025Developed a real-time voice conversion system using deep learning to reduce latency and improve target voice quality. Created a multi-voice mixing module with the LLVC architecture and enhanced StreamVC for realistic voice conversion.
AI Intern at Aritale
January 1, 2024 - July 1, 2024Designed and deployed a RAG system for legal documents using FastAPI, PostgreSQL, and Qdrant. Improved search results and developed a web interface with Next.js.
Machine Learning Intern at 3D Smart Factory
July 1, 2023 - August 1, 2023Fine-tuned GPT-2 to generate answers to academic questions based on scientific articles and utilized NLP tools for text processing.
Computer Vision Intern at 3D Smart Factory
August 1, 2023 - September 1, 2023Developed YOLO and SegNet models for detection and segmentation of images in autonomous vehicles, optimizing models on Kaggle GPU.
Data Science Intern at Technocolabs Softwares
June 1, 2023 - July 1, 2023Created a predictive analysis pipeline for early repayment risk in bank loans using various data analysis tools.
Web and AI Developer Intern at Dev-Bay
August 1, 2022 - October 1, 2023Developed and improved the official Dev-Bay website, and built a recommendation system based on user behavior.
Technical Founder at Asliia – Intelligent Document Extraction Platform
January 1, 2024 - PresentBuilt a configurable multi-agent extraction framework — clients define their output schema and our AI engineers (or the client directly) configure agents for maximum efficiency; supports any source to any destination (API, email, file upload).
Technical Founder at Qlaver – AI Email Management Agent
January 1, 2024 - PresentBuilt an agentic AI system that reads user emails, summarizes them following user-defined preferences (voice tone, delivery style), converts output to audio via ElevenLabs TTS, and delivers the final audio through social media channels.
Education
Master in AI Research at Ecole Centrale Lyon, Lyon, France
September 1, 2024 - October 1, 2025Diplôme d'Ingénieur en Informatique at Ecole Nationale des Sciences Appliquées, Fez, Maroc
January 1, 2019 - January 1, 2024Master Recherche en Intelligence Artificielle at École Centrale Lyon
September 1, 2024 - August 1, 2025Ingénieur en Informatique at École Nationale des Sciences Appliquées, Fès
September 1, 2019 - August 1, 2024Master Recherche en Intelligence Artificielle at Ecole Centrale Lyon
September 1, 2024 - August 31, 2025Ingénieur en Informatique at Ecole Nationale des Sciences Appliquées (ENSAF), Fès, Maroc
September 1, 2019 - August 31, 2024Master’s in Artificial Intelligence Research at Centrale Lyon
September 1, 2024 - October 1, 2025CS Engineering Degree at National School of Applied Sciences
September 1, 2019 - August 1, 2024Master’s in Artificial Intelligence Research at Centrale Lyon
September 1, 2024 - October 1, 2025CS Engineering Degree at National School of Applied Sciences
September 1, 2019 - August 1, 2024Master’s in Artificial Intelligence Research at Ecole Centrale Lyon
September 1, 2024 - October 1, 2025CS Engineering Degree at National School of Applied Sciences
September 1, 2019 - August 1, 2024Master's in Artificial Intelligence (Deep Learning, NLP, MLOps) at Centrale Lyon
September 1, 2024 - October 1, 2025Computer Science Engineering Degree at National School of Applied Sciences, Fez
September 1, 2019 - August 1, 2024Qualifications
Major de la Promotion 2024, ENSA Fès – Génie Informatique
January 1, 2024 - December 31, 2024Majorant de la promotion 2024 en Informatique
January 1, 2024 - January 6, 2026IEEEXtreme Coding Challenge – 1st in Morocco, 121st worldwide
January 1, 2023 - January 6, 2026IEEE Region 8 Hackathon – 2nd place in Entrepreneurship
January 1, 2023 - January 6, 2026Industry Experience
Software & Internet, Media & Entertainment, Professional Services, Other, Education, Computers & Electronics
Experience Level
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