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Yehia-Alsaeed/README.md

Hi, I'm Yehia Alsaeed

Computer Science (AI) Graduate from The British University in Egypt (BUE)

LinkedIn Email Location Resume

I'm a Computer Science (Artificial Intelligence) graduate from The British University in Egypt (BUE), focused on building practical AI/ML systems end-to-end. My work spans LLM fine-tuning, multi-agent workflows, computer vision, and full-stack products, with a focus on turning research techniques into working software.

🚀 Featured Projects

Project What it is Stack
SkillBridge AI Interviewer Full-stack multimodal AI mock-interview coach that parses CVs, runs webcam interviews, and scores responses across 5 traits React · FastAPI · OpenAI · PyTorch · MediaPipe
Llama QLoRA Education QA QLoRA fine-tuning pipeline for Meta Llama educational QA, improving Exact Match from 0.00 to 0.66 PyTorch · Hugging Face · PEFT/LoRA · BitsAndBytes
AI Study Planner Agents Four-agent CrewAI system where specialized agents work together to generate, critique, and optimize personalized study schedules CrewAI · GPT-4o-mini · sentence-transformers · Serper
Oxford Pet Segmentation PyTorch segmentation benchmark across FCN, SegNet, and HRNet, with best 0.931 mIoU PyTorch · torchvision · timm · Jupyter
Bank Churn Classification Leakage-aware imbalanced churn prediction pipeline using SMOTE, tuned models, and final F1 0.854 / ROC AUC 0.984 scikit-learn · imbalanced-learn · pandas · Seaborn
Prestige Motors Showroom Deployed a full-stack MERN showroom app with reservations, used-car offers, and a role-based admin workflow, 🔗 live on Vercel React · TypeScript · Node/Express · MongoDB · Vercel

More projects are available in my repositories.

🛠️ Tech Stack

Languages Python C++ Java JavaScript TypeScript Dart SQL

AI / ML PyTorch Hugging Face scikit-learn NumPy Pandas OpenCV CrewAI MediaPipe

Web & Backend React Node.js Express FastAPI MongoDB Tailwind CSS HTML5 CSS3 Shopify

Mobile, Game & Tools Flutter Firebase Vercel Cloudinary Git Jupyter

Pinned Loading

  1. skillbridge-ai-interviewer skillbridge-ai-interviewer Public

    AI-powered mock interview coach using React, FastAPI, OpenAI APIs, and multimodal ML.

    Python

  2. llama-qlora-education-qa llama-qlora-education-qa Public

    Educational question-answering experiment with Meta Llama Instruct models, QLoRA fine-tuning, and baseline vs fine-tuned evaluation.

    Python

  3. ai-study-planner-agents ai-study-planner-agents Public

    Multi-agent AI study planner using CrewAI, GPT-4o mini, sentence-transformer difficulty classification, tool-augmented planning, and TensorBoard evaluation.

    Python

  4. oxford-pet-binary-segmentation oxford-pet-binary-segmentation Public

    PyTorch binary semantic segmentation on Oxford-IIIT Pet, comparing FCN-ResNet18, SegNet-VGG16, and HRNet-W18 with mIoU/Dice evaluation.

    Jupyter Notebook

  5. bank-churn-imbalanced-classification bank-churn-imbalanced-classification Public

    Credit-card customer churn classification notebook using KMeans features, ROS/SMOTE imbalance handling, tuned classifiers, and ensemble evaluation.

    Jupyter Notebook

  6. prestige-motors-showroom prestige-motors-showroom Public

    Prestige Motors is a full-stack MERN showroom platform for premium vehicle listings, customer offers, reservations, admin approvals, and Cloudinary image uploads.

    TypeScript