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AmaedaQ/README.md

About

Full-Stack Engineer with production experience across web application development, AI/computer-vision systems, and infrastructure. Comfortable owning a feature end to end — React/Next.js on one side, GPU-accelerated inference and Kubernetes on the other.

I care about production correctness over "it works on my machine": verified requirements, measurable outcomes, and security-conscious defaults by default.


Core Stack

Frontend React · Next.js (App Router, SSR/ISR) · TypeScript · Tailwind CSS

Backend Node.js · Express · Python · Django · FastAPI · REST APIs · WebSockets · Redis

Databases PostgreSQL · MySQL · MongoDB

AI / Computer Vision PyTorch · TensorRT · OpenCV · CLIP · FAISS · GPU inference

Infrastructure Docker · Kubernetes (K3s) · Linux · production deployment & troubleshooting

Security OAuth/token handling · API rate limiting · least-privilege access design


Selected Projects

SIA — Strategic Intelligence Agent

Autonomous multi-agent framework (LangGraph + Llama-3.3-70B) that identifies at-risk users from behavioral data and drives personalized retention actions.

JobConnect Pro

Full-stack recruitment platform (MERN) — auth, resume uploads, smart job matching, employer application dashboard.

Rasa E-Commerce Bot

NLP-driven conversational assistant for order management and product queries, integrated with a React frontend.


Currently Open To

Senior full-stack / backend engineering roles, and select remote contract work — particularly where AI/computer-vision or production infrastructure experience is relevant.


GitHub Activity

Pinned Loading

  1. sia-retention-ai-agent sia-retention-ai-agent Public

    Strategic Intelligence Agent (SIA) is an autonomous multi-agent framework powered by LangGraph and Llama-3.3-70B. It proactively identifies at-risk telecom subscribers and deploys hyper-personalize…

    Python

  2. sales-agent sales-agent Public

    Multi-threaded Python sales agent with AI conversations, automated follow-ups, and beautiful terminal UI. Thread-safe lead management system.

    Python 1 1

  3. rasa-ecommerce-bot rasa-ecommerce-bot Public

    Rasa-based e-commerce chatbot with React frontend for intelligent customer support and order management

    Python

  4. Student-Dropout-Prediction-System Student-Dropout-Prediction-System Public

    Student Dropout Prediction System built using machine learning classifiers (KNN, Logistic Regression, Decision Trees, Random Forest, SVM, Naive Bayes). Built with Python and Flask, this system pred…

    Jupyter Notebook

  5. Machine-Learning-Models Machine-Learning-Models Public

    A curated collection of machine learning projects built using Python, Scikit-learn, TensorFlow, and Keras. The repository includes real-world classification and NLP tasks, demonstrating various pre…

    Jupyter Notebook

  6. ecommerce-microservices-App ecommerce-microservices-App Public

    A scalable e-commerce application using microservices architecture with Node.js, MongoDB, Docker, and RabbitMQ for backend services. The frontend is under development using React.js and Redux

    JavaScript