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sally111alaa/README.md

Hey! Nice to see you.

πŸ”— LeetCode |HackerRank

Welcome to my page!

I'm Sally Alaa Ahmed, an AI & Data Engineer.

I build production-ready AI systems, LLM applications, and data-driven solutions.

πŸš€ What I do

β€’ Build end-to-end AI systems (ML, Deep Learning, Time Series)

β€’ Develop LLM-based applications using RAG, LangChain, LangGraph

β€’ Design multi-agent AI systems for real-world automation

β€’ Build scalable data pipelines and intelligent backend systems

β€’ Turn raw data into actionable business insights

🧠 Things I work with

Python PyTorch TensorFlow Scikit-learn HuggingFace LangChain LangGraph RAG SQL MongoDB FastAPI Docker Google Cloud Git

🧩 Featured Projects

  • πŸ€– Mowafak – Multi-Agent AI Recruitment Assistant

    Python, FastAPI, LangGraph, LangChain, Gemini, Whisper

    β€’ Built a multi-agent system for CV screening and interview analysis

    β€’ Designed LLM-based agents for evaluation, questioning, and reporting

    β€’ Added Responsible AI layer (audit logs, bias checks, HR approval flow)

  • 🧠 AI Meeting Intelligence Platform

    Python, Snowflake, Snowpark, Sentence Transformers, RAG

    β€’ Built semantic search engine for meeting transcripts and documents

    β€’ Designed full RAG pipeline: embeddings β†’ vector search β†’ retrieval

    β€’ Enabled scalable enterprise knowledge extraction system

  • 🍽 FitEats – AI Health-Focused Food Platform

    PHP, MySQL, JavaScript, Gemini AI

    β€’ Built multi-role food ordering system (customers, restaurants, admin)

    β€’ Designed normalized database for nutrition + preferences

    β€’ Integrated AI meal recommendations using Gemini API

  • 🎬 Hybrid Recommendation System

    Python, Scikit-learn, NLP

    β€’ Built hybrid recommender system combining collaborative + content-based filtering

    β€’ Used TF-IDF + similarity scoring for better recommendations

    β€’ Evaluated using MAE and RMSE metrics

  • πŸ“Š Time Series Anomaly Detection

    Python, ML

    β€’ Built anomaly detection using statistical + ML approaches

    β€’ Applied Z-score and Isolation Forest for detection

πŸ› οΈ Technical Skills

Languages: Python, SQL, JavaScript, C++, Bash

AI/ML: PyTorch, TensorFlow, Scikit-learn, Hugging Face, LangChain, LangGraph, RAG

Data Engineering: ETL Pipelines, Data Modeling, Spark, Airflow, Hadoop

Backend: FastAPI, Django, Flask, REST APIs, PHP

Cloud/DevOps: Docker, Kubernetes, AWS, GCP, GitHub Actions, Linux

Databases: MySQL, MongoDB, Redis, SQLite, Snowflake

BI Tools: Power BI, Tableau, Matplotlib, Plotly

Pinned Loading

  1. AI-Meeting-Intelligence AI-Meeting-Intelligence Public

    python snowflake snowpark data-engineering machine-learning semantic-search rag vector-search sentence-transformers ai

    Jupyter Notebook

  2. ml-docker-environment ml-docker-environment Public

    Python

  3. FitEats FitEats Public

    PHP

  4. nlp-support-system nlp-support-system Public

    Python

  5. mowafak-ai-prescreen mowafak-ai-prescreen Public

    Forked from RoaaEhab3/mowafak-ai-prescreen

    Python

  6. AI-Lead-Generation AI-Lead-Generation Public

    Python