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Sober-Migo/README.md

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Hi, I'm Ahmed Magdy Hassan

AI / ML Engineer · Speech · LLMs · RAG · Backend

Portfolio Email LinkedIn GitHub

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About me

Computer Science student at Fayoum University — Faculty of Computers and Artificial Intelligence (2022–2026).
I build production-oriented AI systems: speech analytics, multimodal pipelines, RAG apps, and FastAPI backends — with attention to async design, resource limits, and clean deployment.

Path: Machine Learning → Deep Learning → NLP (DeepLearning.AI) → IBM Generative AI Engineering with LLMs (RAG, LangChain, PEFT/LoRA).

Portfolio: sober-migo.github.io


Tech stack

Skills

Focus areas

  • Speech & multimodal: ASR, SER, Egyptian Arabic pipelines, Whisper / Wav2Vec2 / transformers
  • LLMs & RAG: LangChain, Chroma, Groq, retrieval + grounded generation
  • Backend / MLOps-minded: FastAPI, async jobs, Docker, GPU-aware inference

Featured projects

RAG — PDF Q&A

Sober-Migo/RAG · HF Space

PDF → local ONNX embeddings → Chroma → Groq generation · Gradio Markdown UI.

RAG demo

PACE — Psychiatric Speech Analytics

PACE-Egyptian_Psychiatric_Speech_Analytics

FastAPI speech backend: chunking, multi-model Egyptian Arabic analysis, Docker-ready pipeline for clinical-style audio workflows.

PACE demo

Also: HelloML · Fasten_Your_Seat_Belts (course catalog) · ML · DL · NLP · IBM GenAI


Specializations

Track Repo
Machine Learning Specialization (Stanford / DeepLearning.AI) Coursera_Machine_Learning_Specialization
Deep Learning Specialization Coursera_Deep_Learning_Specialization
NLP Specialization NLP_Specialization
IBM Generative AI Engineering with LLMs IBM_Generative_AI_Engineering_with_LLMs_Specialization

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Contribution snake

github contribution snake

Find me


Open to internships and junior AI / ML / backend roles — speech, RAG, and applied LLMs.

Popular repositories Loading

  1. Coursera_Machine_Learning_Specialization Coursera_Machine_Learning_Specialization Public

    Optional labs, programming assignments, and practice quizzes for the Machine Learning Specialization by Stanford University & DeepLearning.AI on Coursera (taught by Andrew Ng).

    Jupyter Notebook 1

  2. Coursera_Deep_Learning_Specialization Coursera_Deep_Learning_Specialization Public

    Complete notes, programming assignments & quizzes for the Deep Learning Specialization (DeepLearning.AI / Andrew Ng). Fully configured environment + Git LFS + auto zip extraction.

    Jupyter Notebook 1

  3. AdvancedOS_assignment AdvancedOS_assignment Public

    Forked from Estoda/AdvancedOS_assignment

    To do list django app with docker

    Python

  4. HelloML HelloML Public

    First Machine Learning project - Handwritten digit OCR on DIDA — Pipeline + GridSearchCV (MLP, Logistic, Linear OvA, Naive Bayes). Colab train/load modes.

    Jupyter Notebook

  5. Search-Engine Search-Engine Public

    Forked from Estoda/Search-Engine

    Project for Big Data course.

    JavaScript

  6. Sober-Migo Sober-Migo Public

    My personal GitHub profile and developer portfolio.