About Me
AI/ML Engineer with 4+ years of experience building production AI systems across LLM applications, RAG pipelines, and predictive modeling. Building intelligent systems and innovative solutions at the intersection of artificial intelligence and software engineering.
AI & Machine Learning
Expertise in developing and deploying machine learning models, natural language processing, and computer vision systems.
Software Development
Full-stack development with modern frameworks and languages, focusing on scalable and maintainable code.
Data Engineering
Building robust data pipelines, ETL processes, and data storage solutions for AI and analytics applications.
Chatbots & AI Agents
Designing and implementing conversational AI agents, virtual assistants, and intelligent chatbots for enterprise applications.
Technical Skills
- Programming:Python, JavaScript, C#
- AI & ML:TensorFlow, PyTorch, Keras, scikit-learn, Transformers, Hugging Face, LangChain, OpenAI APIs, Qdrant
- Backend:FastAPI, .NET, REST APIs, Microservices, Async (asyncio), WebSockets, Redis, Firebase, JWT
- MLOps & Tools:Docker, Docker Compose, Git, GitHub Actions, CI/CD, Model Deployment, Model Monitoring, ETL Pipelines, Linux
- Cloud:AWS (Lambda, S3, Bedrock), Microsoft Azure, GCP (Cloud Run, Functions, Firebase, Firestore, VMs)
- Methodologies:Agile, Scrum, Test-Driven Development (TDD)
Experience & Education
My professional journey in artificial intelligence and software development.
AI Engineer & Product Lead
eDATA Information Technology
Dubai, UAE
Jan 2023 - Present
- Built a real-time AI voice & avatar agent (POC) using LiveKit and ElevenLabs, designing the full STT -> LLM -> TTS pipeline.
- Architected a multi-agent LLM platform (Orchestrator, FAQ RAG Agent, Auditor Agent) with Python and FastAPI for insurance support workflows.
- Designed a production WhatsApp AI assistant that automated policy issuance using OCR, metadata validation, and LLM reasoning.
- Collaborated with insurance clients to gather requirements, define workflows, and translate business rules into conversational logic.
- Implemented semantic retrieval with OpenAI embeddings + Qdrant vector search and confidence-threshold fallbacks to reduce hallucinations.
- Engineered LLM routing and audit guardrails (FAQ vs DIRECT, APPROVE/REJECT) to improve answer quality and governance.
- Fine-tuned models and crafted domain prompts, improving response accuracy by 40%.
- Built modular AI backends with FastAPI + Docker, reducing integration time by 50% and enabling zero-downtime releases via GitHub Actions.
- Developed vehicle valuation models to improve pricing accuracy for underwriting and quoting use cases.
- Created a VIN decoding model using XGBoost and Random Forest, reducing VIN metadata errors by 20% and support tickets by 40%.
- Built scalable ETL pipelines with .NET and SQL Server (views, triggers, indexes), improving uptime to 99.9%.
Software Engineer
SARL Developily
Oran, Algeria
Jan 2022 - Nov 2022
- Developed 20+ branded AR filters with Spark AR, increasing client social engagement by 40%.
- Led a 3-person team to deliver a React + Node.js web application, reducing manual operations by 30%.
- Built a C# RFID desktop application (Pacha Alert) to track 30K+ hotel inventory items.
- Delivered multi-platform solutions across AR, web, and desktop systems to improve client efficiency.
- Collaborated with product and design teams in an Agile workflow, accelerating prototype-to-delivery cycles by 50%.
- Translated business requirements into production-ready features with a focus on usability, performance, and maintainability.
Certifications
Professional certifications and specialized training that validate my expertise.
Machine Learning in Production
DeepLearning.AI
February 2026
Professional certification focused on deploying and operating machine learning systems in production.
Agentic AI
DeepLearning.AI
November 2025
Certification covering agentic AI concepts and practical applications in modern AI systems.
Supervised Machine Learning: Regression and Classification
DeepLearning.AI
November 2025
Certification in supervised machine learning with a focus on regression and classification techniques.
Data Science, Data Analytics & Machine Learning Professional
LISRC
December 2023
Professional certification in data science, data analytics, and machine learning.
Data Science and Machine Learning
Dubai Knowledge
December 2023
Training certification covering applied data science and machine learning concepts.
Data Science, Data Analytics and Machine Learning
Immersive Business Training DMCC
December 2023
Professional certification focused on data science, data analytics, and machine learning.