- ⚡ Ex-Team Dev Leader @OpenMinds Club
- 🏫 Ex-Student @Université de Paris
const Imad = {
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"]
}| Competions | Project | Rank |
|---|---|---|
| DevFest Algiers 2019 | knoten | 3 |
| TechRace By Slush | / | 3 |
| Name | Repository | Institute |
|---|---|---|
| Optimisation of Neural Language Translation with semantic annotation of source and target dataset | Private | U-Paris |
| PandaPods, a web platform for easy and fat app deployment | Link | U-Paris |
| ICU dashboard | Private | LIED |
| Net Radio | Repo | U-Paris |
| Composition de Musique à l’Aide des Réseaux de Neurones | File | USTHB |
| Process and memory simulation | Repo | USTHB |
| Vidal Data Extraction | Repo | USTHB |
| XML data extraction | Repo | USTHB |
| USTHB ARCHI2 TASM | Repo | USTHB |
| Tar SHell | Repo | U-Paris |