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Sondos Elhariry

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Résumé


Jobs verified_user 0% verified
  • P
    Trainee
    Policy Lab, Public Policy Forum – Egyptian Cabinet's Information and Decision Support Center
    Jan 2026 - Feb 2026 (2 months)
    Selected for a competitive government-led program integrating public policy analysis, data-driven decision-making, and AI-supported analytical tools. Training modules include: Policy Visualization Studio: dashboards, data storytelling, Power BI, and AI-driven insights for decision support. Policy Data Lab: quantitative & qualitative data analysis, cleaning & processing, advanced Excel, and indicator extraction for policy design.
  • C
    NLP Engineer Intern
    Celula Technologies
    Sep 2025 - Nov 2025 (3 months)
    Built a UN Resolution RAG system using ChromaDB and LangChain, annotating legal clauses into structured analyses (translation, context, geopolitics, regional implications) and integrating them into a retrieval-augmented chatbot. Developed an AI Clause Assistant using LangGraph, powering multi-step policy drafting (generation → precedent retrieval → ethical/legal review → rephrasing), deployed through a Streamlit interface. Implemented a ReAct-based conversational agent with context-judging and web-search tools, enabling the model to detect missing user context, fetch external information, validate relevance, and deliver grounded responses, all showcased in Flask UI. Designed and optimized LLM prompts and dialogue flows for classification, r
  • A
    AI Trainee
    Jul 2025 - Sep 2025 (3 months)
    Designed and implemented a gender detection system using machine learning techniques after completing intensive workshops on AI fundamentals and soft skills.
  • C
    Teaching Assistant
    College of Computer Science & Information Technology (CCIT), AAST
    Jan 2025 - Current (1 year 7 months)
    Supporting the AI specialization track within CCIT and collaborating with faculty to design content tailored to AI-track learning outcomes by creating original intuitive visuals, coding demos and hands on support to enhance understanding.
  • F
    Semicolon Project AI & ML Trainee
    Faculty of Science, Alexandria University
    Mar 2024 - May 2024 (3 months)
    Developed a facial emotion-based music recommendation system using computer vision and machine learning techniques. Awarded Best Project Award for successfully integrating AI with human-centric design and user experience.
  • E
    Machine Learning Engineer Intern
    Egypt Makes Electronics (EME)
    Aug 2023 - Oct 2023 (3 months)
    Worked on an image colorization project as part of a multidisciplinary team, applying convolutional neural networks for image-to-image translation and explored the ethical implications of AI applications
  • Vodafone UK
    International Account Advisor
    Vodafone UK
    Jan 2023 - Current (3 years 7 months)
    Support international clients by troubleshooting technical issues related to telecom services and network infrastructure. Collaborate with engineering teams to resolve service disruptions efficiently and accurately.
  • Self-employed
    Mathematics & Physics Tutor (Freelance)
    Self-employed
    Jan 2020 - Jan 2023 (3 years 1 month)
    Designed personalized learning plans and simplify complex concepts for students with diverse learning needs. Created quizzes and assessments to reinforce comprehension and boost academic performance.
Education verified_user 0% verified
  • I
    IBM AI Product Manager Professional Certificate
    Jan 2026 - Current (7 months)
    Foundations of AI product strategy, user research, requirement definition, lifecycle management, and cross-functional product delivery.
  • C
    ChatGPT Prompt Engineering for Developers
    Aug 2025
    Explored core prompting techniques and applied them through hands-on case studies. Building a living prompt portfolio documenting language, tone, and logic strategies.
  • D
    Diplomatic Qualification Program (ARTC)
    Jan 2025 - Current (1 year 7 months)
    Completing this program as structured preparation for a future diplomatic attaché pathway and specialization in tech-policy and AI governance. The program covers: International Law, International Organizations, International Relations and The Arab World, African Affairs, Political Economy, Arabic for Diplomacy, English for Diplomacy, Italian for Diplomacy
  • I
    International Relations Course
    Jan 2025 - Current (1 year 7 months)
    Focus on geopolitical analysis, regional power dynamics, and foreign policy frameworks.
  • V
    VR and Game Development Diploma
    Jul 2023 - Sep 2023 (3 months)
  • F
    B.Sc. in Communications and Electronics Engineering
    Faculty of Engineering, Alexandria University
    Jan 2020 - Jan 2025 (5 years 1 month)
    CGPA: 3.61/4.0 (Ranked 11th in my class)
  • P
    Thanaweya Amma, Mathematics Major
    Princesses International Girls' School, Alexandria
    Jan 2020
    Total Score: 99%. Ranked among the top 500 students nationwide, earning a fully funded scholarship for undergraduate studies.
Projects (professional or personal) verified_user 0% verified
  • F
    Femmelancer Program
    Nov 2025
    Participated in a specialized freelancing and digital entrepreneurship program for women, focusing on personal branding, financial literacy, and soft skills.
  • A
    AI Clause Assistant
    Sep 2025 - Nov 2025 (3 months)
    Developed an AI Clause Assistant using LangGraph, powering multi-step policy drafting (generation → precedent retrieval → ethical/legal review → rephrasing), deployed through a Streamlit interface.
  • Cellula Technologies
    UN Resolution RAG system
    Cellula Technologies
    Sep 2025 - Nov 2025 (3 months)
    Built a UN Resolution RAG system using ChromaDB and LangChain, annotating legal clauses into structured analyses (translation, context, geopolitics, regional implications) and integrating them into a retrieval-augmented chatbot.
  • R
    ReAct-based conversational agent
    Sep 2025 - Nov 2025 (3 months)
    Implemented a ReAct-based conversational agent with context-judging and web-search tools, enabling the model to detect missing user context, fetch external information, validate relevance, and deliver grounded responses, all showcased in Flask UI
  • C
    Cultural Diplomacy Bot LLM-based Conversational Experience
    Jan 2025
    Designed an LLM-powered chatbot connecting Egypt to MENA countries through dynamic, story-driven conversations tailored by user-selected tone and country. Engineered few-shot prompting and lightweight RAG-style logic; dynamically injected 4 examples (by tone + region) at runtime to reduce generic outputs. Applied NLU optimization and prompt design to enforce rich, structured outputs, enriching compelling narratives with real events, cultural icons, and dates. Implemented dialect-aware scripting: outputs blend Egyptian Arabic with region-specific dialects (Levantine, Maghrebi, Gulf, etc); avoided Modern Standard Arabic entirely. Used GPT-4o API for generation and deployed final prototype via Streamlit.
  • G
    Graduation Project – Detecting and Mitigating Adversarial Attacks on Language Models
    Nov 2024 - Jul 2025 (9 months)
    Built a custom adversarial prompt dataset ( 17k samples) distinguishing benign, harmful, deceptive, and malicious injection prompts. Experimented with LSTM, BİLSTM, BERT, and DeBERTa; deployed a fine-tuned MiniLM+FC classifier for optimal speed and accuracy. Integrated a hybrid detection engine combining FAISS vector similarity search with ML-based classification for real-time LLM safety. Developed a full-stack prototype using FastAPI, FAISS, and a React/Vite frontend for real-time testing and analytics. More details: View LinkedIn Post
Awards verified_user 0% verified
  • B
    Best Startup Award
    Feb 2019 - Dec 2019 (11 months)