Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

_Website not available. Sign in: https://www.twine.net/signup_ _Website not available. Sign in: https://www.twine.net/signup_/in/iyad-khalil I am an AI / ML Engineer who enjoys bridging research and practical engineering to build intelligent systems that solve real-world problems. My expertise ranges from natural language processing and large language models to forecasting and deploying scalable cloud solutions. I take pride in turning complex data into actionable insights and developing models that make a tangible impact. With hands-on experience in technologies like Python, Azure OpenAI, and Docker, I have built pipelines and applications used in healthcare and e-commerce domains, among others. I am passionate about continuous learning and applying AI to create smarter products and improve business outcomes.…_Website not available. Sign in: https://www.twine.net/signup_ _Website not available. Sign in: https://www.twine.net/signup_/in/iyad-khalil I am an AI / ML Engineer who enjoys bridging research and practical engineering to build intelligent systems that solve real-world problems. My expertise ranges from natural language processing and large language models to forecasting and deploying scalable cloud solutions. I take pride in turning complex data into actionable insights and developing models that make a tangible impact. With hands-on experience in technologies like Python, Azure OpenAI, and Docker, I have built pipelines and applications used in healthcare and e-commerce domains, among others. I am passionate about continuous learning and applying AI to create smarter products and improve business outcomes.

IYAD KHALIL

AI Engineer, AI Prompt Engineer, AI Developer, +3





_Website not available. Sign in: https://www.twine.net/signup_ _Website not available. Sign in: https://www.twine.net/signup_/in/iyad-khalil I am an AI / ML Engineer who enjoys bridging research and practical engineering to build intelligent systems that solve real-world problems. My expertise ranges from natural language processing and large language models to forecasting and deploying scalable cloud solutions. I take pride in turning complex data into actionable insights and developing models that make a tangible impact. With hands-on experience in technologies like Python, Azure OpenAI, and Docker, I have built pipelines and applications used in healthcare and e-commerce domains, among others. I am passionate about continuous learning and applying AI to create smarter products and improve business outcomes.…_Website not available. Sign in: https://www.twine.net/signup_ _Website not available. Sign in: https://www.twine.net/signup_/in/iyad-khalil I am an AI / ML Engineer who enjoys bridging research and practical engineering to build intelligent systems that solve real-world problems. My expertise ranges from natural language processing and large language models to forecasting and deploying scalable cloud solutions. I take pride in turning complex data into actionable insights and developing models that make a tangible impact. With hands-on experience in technologies like Python, Azure OpenAI, and Docker, I have built pipelines and applications used in healthcare and e-commerce domains, among others. I am passionate about continuous learning and applying AI to create smarter products and improve business outcomes.

Available to hire

Website not available. Sign in: https://www.twine.net/signup
Website not available. Sign in: https://www.twine.net/signup/in/iyad-khalil

I am an AI / ML Engineer who enjoys bridging research and practical engineering to build intelligent systems that solve real-world problems. My expertise ranges from natural language processing and large language models to forecasting and deploying scalable cloud solutions. I take pride in turning complex data into actionable insights and developing models that make a tangible impact.

With hands-on experience in technologies like Python, Azure OpenAI, and Docker, I have built pipelines and applications used in healthcare and e-commerce domains, among others. I am passionate about continuous learning and applying AI to create smarter products and improve business outcomes.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Advanced

French

Advanced

Arabic

Advanced

Work Experience

AI - ML Engineer at BLINK PHARMA

March 1, 2025 - Present

Developed a hybrid LSTM + XGBoost model for multivariate forecasting of pharmacy revenue based on enriched time series data. Engineered 25+ explanatory features including sales history, holidays, seasonality, patient behavior, volatility, long-term trends, and more. Achieved a prediction accuracy of 93.21% with SMAPE less than 10% on real-world test sets. Designed a secure RESTful API using FastAPI, containerized with Docker, served with NGINX, and deployed on a Linux Azure VM. Integrated an intelligent conversational agent using Azure OpenAI and LangChain for personalized recommendations. Implemented a robust MLOps architecture with model versioning, virtual environments (Conda), API monitoring (Postman), and reproducible pipelines.

AI Engineer at Université Côte d'Azur

July 31, 2025 - July 23, 2025

Developed an AI-powered SaaS e-commerce platform supporting multi-vendor architecture with automated product handling and real-time order routing. Built a hybrid recommendation engine combining collaborative filtering and content similarity using WebGPU for fast client-side inference. Integrated OpenAI GPT-4 for multilingual product description generation and dynamic translation with SEO-optimized prompt engineering. Applied Hugging Face SegFormer for real-time background removal and image enhancement. Architected a modular stack using React, Supabase Edge Functions, PostgreSQL with RLS, and Stripe for secure payments and vendor-level isolation.

Automation Engineer at TERSEA

September 30, 2024 - July 23, 2025

Automated end-to-end testing for a web application using Cypress. Covered most platform features with reusable and maintainable test scripts. Collaborated with developers to detect bugs and improve overall product quality.