Freelancer profile translated to English.
Back to original languageAbout Balkiss
I hold a Master's degree in Data Science from Institut Polytechnique de Paris, with an engineering background from Télécom Paris and Sup'Com (Tunisia). Passionate about artificial intelligence applied to real-world problems, I assist companies in developing advanced data solutions, ranging from computer vision to text analysis and multi-agent systems.
I have worked on concrete projects such as:
- Automatic generation of meeting reports from audio (transcription + structured summary)
- Classification and detection of email topics for customer flow automation
- Segmentation and classification of multi-temporal biomedical and radar images
- Design of multi-agent systems for multi-source function calling (APIs and documents via RAG)
- Fine-tuning of LLMs for domain name generation with security safeguards
- I offer services in: Machine Learning, Deep Learning, NLP, Computer Vision, Agentic AI.
My goal: to develop high-performing AI models and transform your data into value through efficient, scalable, and reliable solutions, while bringing strong problem-solving and algorithmic skills to meet your complex challenges.
Arabic
Native or bilingual
French
Fluent
English
Fluent
German
Conversational
Spanish
Basic
Can work on-site
Paris (up to 50km)
Experience
- DiliTrustEnd-of-studies Internship (AI & Multi-agents)TECHApril 2025 - October 2025 (6 months)Paris, France
- Design of a multi-agent system to orchestrate multi-source function calling (APIs + internal documents (RAG)).
- Automatic evaluation of responses (LLM-as-a-Judge) and implementation of observability mechanisms.
- Integration of the system into the overall service.
- RexelCapstone ProjectTECHDecember 2024 - March 2025 (3 months)Paris, France
- Automation of email topic detection for order/quote processing.
- Experimentation with multiple methods: Transformers, clustering (Top2Vec, SBERT-KMeans), NMF, LDA, and zero-shot (BART, GPT-4o).
- Performance evaluation and comparison.
- InnovAnt StudioAI Internship (Computer Vision)TECHJune 2022 - August 2022 (2 months)Tunis, Tunisia
- Facial detection (age, gender, emotions).
- Movement recognition.
- Object detection on custom datasets (YOLO, CNNs).
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Education
- Master 2 Data ScienceInstitut Polytechnique de Paris2025Master 2 Data Science
- Engineering Diploma in DigitalTélécom Paris2025Spécialisation en image et science des données