About Me
I'm a Software Engineering student at INSAT, focused on building reliable AI systems across LLMs, GenAI, and Computer Vision.
I care about understanding models from the inside out: implementing transformers from scratch, designing retrieval-augmented generation pipelines, and hardening LLMs with safe, production-grade tooling. Most of what I build sits at the intersection of research, engineering, and security.
Current Focus
LLMs · RAG · Multimodal · LLM Security
Strengths
Systems thinking, end-to-end pipelines, hands-on implementations
Open To
AI internships · Research-driven engineering roles
Focus Areas
AI & GenAI
Large language models, retrieval-augmented generation, prompt engineering, and fine-tuning — with a focus on understanding failure modes and alignment with real data.
Computer Vision
Visual document understanding, multimodal models, and practical computer vision systems that support classification, detection, and decision pipelines.
ML Systems
From prototype to production: APIs, orchestration, observability, and scalable deployment of AI services.
Research to Code
Turning papers into running systems: re-implementing architectures, evaluating tradeoffs, and shipping minimal, understandable versions.
Experience
AI / NLP Engineer
Dydon AI · Herrliberg, Switzerland
- Optimized a RAG pipeline for financial document understanding, improving retrieval precision by 15% and response coherence.
- Integrated FlashRank and lightweight rerankers, achieving a 2.3× speedup while preserving answer quality.
- Built a prompt sanitization & LLM security layer (regex, escaping, rewriting) deployed via Docker & FastAPI.
- Developed a visual document classifier using MobileNetV2 + OpenCV EPC pipeline with 100% accuracy across FR / DE / AT.
Software Developer Intern
BEDI · Monastir, Tunisia
- Built an attendance system with PyQt and ZKTeco biometric SDK for real-time authentication.
- Designed fault-tolerant microservices using RabbitMQ for asynchronous communication.
Skills & Technologies
Languages
ML & AI Frameworks
Development & Tools
Cloud & MLOps
Let's Build Something Useful
I’m interested in roles where I can design, implement, and stress-test AI systems end-to-end — from model internals to infrastructure. If that sounds aligned, feel free to reach out.