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MelekCreed/README.md
Melek Moalla — AI Engineer

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Profile Views GitHub followers AI Engineer Full-Stack AI Developer


About Me

I build intelligent software systems that connect machine learning, backend engineering, and product-facing interfaces into one coherent experience.

  • 🧠 Applied ML & deep learning — plant genomics, disease detection, explainable surrogate models
  • 👁️ Computer vision — real-time hand tracking, gesture recognition and AR interaction
  • ⚡ Real-time systems — WebSocket streaming, Redis, observability dashboards
  • 🧩 Full-stack AI products — FastAPI / Django backends with React and Flutter frontends
  • 📚 RAG & NLP — knowledge-grounded assistants and workflow automation

I care about systems that are technically credible and actually usable: clean APIs, interpretable ML, and interfaces that make complex outputs feel actionable.


Featured Projects

Deep-Learning-Plant-DNA-Optimization AI-Driven-Therapeutic-Protein-Plant-Synthesis Real-Time-Payment-Observability-Dashboard Telekinesis-CV Festy-Event LogiXpress-WebSite

Project Highlights

Project What it does Stack
Deep-Learning-Plant-DNA-Optimization Plant disease detection, crop DNA optimization, IoT agronomy analytics and genomic decision support Python, Deep Learning, FastAPI, Flutter
AI-Driven-Therapeutic-Protein-Plant-Synthesis Plant-host-aware protein DNA optimization with grouped surrogate modeling, explainability and decision dashboards Python, Streamlit, scikit-learn, XGBoost, SHAP
Real-Time-Payment-Observability-Dashboard Privacy-safe live payment monitoring with synthetic replay and guarded analytics FastAPI, React, TypeScript, WebSockets, Redis
Telekinesis-CV Hand-controlled AR playground with gesture recognition and custom physics Python, OpenCV, MediaPipe
Festy-Event Event booking platform with QR tickets, venue maps, availability calendar, PDF invoices and admin analytics Django, Leaflet, Chart.js, WeasyPrint
LogiXpress-WebSite Logistics platform with delivery tracking, packaging workflows, notifications and AI-assisted modules PHP, MySQL, Firebase, Python

Tech Stack

My Skills

Area Tools
AI / ML PyTorch, TensorFlow, scikit-learn, XGBoost, SHAP, pandas, NumPy
Computer Vision OpenCV, MediaPipe
AI Product Patterns RAG, NLP workflows, explainable ML, analytics dashboards
Backend FastAPI, Django, REST APIs, WebSockets, Redis
Frontend & Mobile React, TypeScript, JavaScript, Flutter
Data & Storage PostgreSQL, MySQL, Firebase
Delivery Git, GitHub Actions, Docker

GitHub Analytics

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Stats, language and project cards are generated daily by a GitHub Action in this repo.


What I Am Building Next

  • Smarter RAG-driven experiences with strong retrieval quality and practical UX
  • AI-first full-stack applications where backend intelligence directly shapes the interface
  • Real-time computer vision and streaming systems that run reliably outside the notebook
  • NLP and HR Tech workflows that automate real business decisions

Contact

GitHub Email

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  1. MelekCreed MelekCreed Public

    GitHub profile README for AI Engineer and Full-Stack AI Developer MelekCreed.

    Python 1