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constImad={ask_me_about: ["Machine Learning & LLMs","End-to-End AI/ML Projects on GCP","Python & Data Science EcoSystem","Music (Guitar)"],core_skills: {machine_learning :["Traditional ML (Classification, Regression, Clustering, Dimensionality Reduction)""NLP",// From Sentiment analysis to topic modeling going through POS Tagging, annotations, semantic search, Vectorization ...etc NLP is my core focus "LLM Fine-Tuning",// Post training with LoRA/QLoRA or Reinforcement Learning with PPO,DPO or GRPO and other methodologies"Time-Series forecasting"// Don't like it that much but had a lot of experience building Bayesian forecasting models],programming: ["Python","R","JavaScript","C/C++ (for Arduino)"],favorite_tools : ["MLFLOW",// Amazing lib every data scientist mlengineer or aiengineer should use it"XGBOOST","Kubeflow",// The best for creating ml pipeline"GCP (Vertex AI, Dataflow, BQML)",// The main cloud platform where i deploy my work"ADK"// Google Agent Development Framework, nothing to say just that i love how simple it is and how easy it is to tinker with it.]},human_languages: ["French (Fluent)","English (Fluent)","Arabic (Fluent)"],interests: ["Music (Guitar)","Tech Exploration","Arduino prototyping","Web Development"]}