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basmasalem21/README.md

Hi, I'm Basma Salem πŸ‘‹

Typing SVG

Portfolio CV LinkedIn Gmail


🧠 About Me

I'm an AI Engineer who loves building end-to-end intelligent applications β€” from RAG pipelines to multi-agent systems and the interfaces that make them usable. My focus areas are Natural Language Processing (NLP), Large Language Models (LLMs), and semantic retrieval systems.

  • πŸŽ“ Bachelor of Computers and Information β€” Tanta University, Egypt (2022–2026)
  • 🌍 Based in Egypt
  • πŸ’‘ Currently building with Agentic workflows, RAG, and NLP architectures
  • πŸ“« Reach me at basmasalem2172004@gmail.com

πŸš€ Featured Projects

A smart educational assistant with intelligent tool orchestration and memory. Integrates Google Search, YouTube retrieval, and AI-generated mind maps. Tech Stack: LangGraph LangChain Gemini API Weaviate Streamlit πŸ”— GitHub Repo Β· Video Demo

An AI-powered legal assistant using Retrieval-Augmented Generation (RAG) to accurately answer Egyptian law queries, with optimized chunking, vector indexing, and semantic retrieval. Tech Stack: Python Django LangChain OpenAI API ChromaDB πŸ”— GitHub Repo Β· Video Demo

A full-stack support web app for children with Down syndrome and their caregivers, featuring progress tracking and a voice-to-text / text-to-voice chatbot. Tech Stack: Python Django Speech Recognition NLP Streamlit HTML/CSS/JS πŸ”— GitHub Repo Β· Live Demo

End-to-end translation pipeline using a fine-tuned Helsinki-NLP/opus-mt-ar-en Transformer model trained on the OPUS-100 dataset. Tech Stack: Python PyTorch Transformers (MarianMT) Streamlit πŸ”— GitHub Repo Β· Live Demo

An agent-based system that parses CVs, recommends relevant job titles, and auto-searches LinkedIn for matching openings via Apify. Tech Stack: Python FastAPI CrewAI Apify PyMuPDF πŸ”— GitHub Repo

A multimodal RAG system that extracts text and images from PDFs, embeds them with CLIP, and stores them in Qdrant for vector search. Tech Stack: Python FastAPI LangChain Qdrant CLIP Gemini 2.5 Flash Qwen-VL πŸ”— GitHub Repo


πŸ› οΈ Technical Skills

πŸ’» Languages & Core

Python SQL JavaScript HTML CSS

🧠 AI & Machine Learning

Generative AI RAG LLMs NLP Deep Learning Machine Learning Computer Vision Speech Recognition Prompt Engineering

πŸ”— LLM & Agent Frameworks

LangChain LangGraph CrewAI Hugging Face Transformers Sentence Transformers

πŸ“¦ Frameworks & Libraries

FastAPI Django Streamlit TensorFlow PyTorch OpenCV Scikit-learn Pandas NumPy

πŸ—„οΈ Databases & Vector Stores

ChromaDB Weaviate FAISS Qdrant Pinecone PostgreSQL MySQL

πŸ› οΈ Tools & APIs

Git GitHub Docker Gemini API OpenAI API Qwen API YouTube Data API DuckDuckGo Search API

πŸ’Ό Experience

  • πŸš€ Freelance AI Engineer β€” Self-Employed (2025 – Present) Developed custom AI solutions for clients, including chatbots, RAG systems, and LLM-powered applications, using Python, LangChain, LangGraph, Streamlit, and vector databases.

  • 🏦 AI Intern β€” Banque Misr (2025) Built AI-powered solutions with Python and ML to automate business processes; worked with structured data, preprocessing, and predictive models for banking use cases.

  • πŸ’» AI Developer Intern β€” Mega Dev (2024 – 2026) Developed AI-powered features including chatbot functionality and backend integrations using Python.

  • πŸŽ“ AI Trainee β€” National Telecommunication Institute (NTI) (2024) Completed intensive training in AI, ML, and NLP; built chatbot and text-processing projects.

  • πŸ› οΈ Software Development Trainee β€” Information Technology Institute (ITI) (2024) Focused on Python programming and backend development, following SDLC practices.


πŸ† Achievements & Certifications

Certificate / Competition Issuer Year
AI Internship Certificate Banque Misr 2025
Machine Learning & Deep Learning NTI 2025
Computer Vision Certificate Great Learning Academy 2025
KAFZA Data Analysis Competition Participant 2025
SALAM HACK Participant 2025
DIGITOPIA Participant 2025

πŸ“Š GitHub Stats

Basma's GitHub Stats Basma's GitHub Streak

⭐ Feel free to explore my repositories and reach out for collaborations!

Popular repositories Loading

  1. Hand-Detection-and-Counting-Fingers Hand-Detection-and-Counting-Fingers Public

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  2. Real_Time-Face-Recognition Real_Time-Face-Recognition Public

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  3. Heart-Disease-Classification-Project Heart-Disease-Classification-Project Public

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  4. Remote-Board Remote-Board Public

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  5. Pose-Estimation-Real-Time-Project Pose-Estimation-Real-Time-Project Public

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  6. Heart-Disease-Image-Classification Heart-Disease-Image-Classification Public

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