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Muneeb Amir muneeb-amir

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muneeb-amir /README.md

πŸ§‘β€πŸ’» About Me

  • πŸŽ“ BS Computer Science graduate from FAST-NUCES, Islamabad β€” Gold Medalist, CGPA 3.2/4.0
  • 🧠 I build production LLM-powered applications, multi-agent RAG systems, and computer vision pipelines
  • ☁️ Currently deepening my expertise in AWS-native AI infra (SageMaker, EKS), Kubernetes, and MLOps
  • πŸ“± Ship real, production-grade mobile apps in Flutter/Kotlin β€” not just tutorials
  • πŸ’Ό 4x internships across AI research (govt sector), product AI engineering, and mobile development
  • ⚑ Fun fact: my Multi-Agent RAG classroom serves sub-300ms inference under 50 concurrent sessions

πŸ› οΈ Tech Stack

Languages

Python Dart Kotlin Java C++ C# SQL

AI / ML / GenAI

PyTorch TensorFlow scikit--learn HuggingFace LangChain LangGraph OpenAI Gemini

Mobile Development

Flutter Android Firebase SQLite

Cloud & MLOps

AWS Docker Kubernetes GitHubActions MLflow Redis

Tools

Git Figma Jira Postman


πŸ’Ό Experience

Dec 2025 – Apr 2026 AI/ML Research Engineer Β· NACTA (Government Research)
Built NLP pipelines for multi-modal intelligence data; trained text classification models in PyTorch; delivered evaluation reports to senior researchers.
Aug – Dec 2025 AI & App Developer Β· RubrixCode
Shipped LLM-based product features with LangChain; built Flutter/GetX mobile modules with Firebase, owning delivery end-to-end.
May – Aug 2025 AI/ML & App Dev Intern Β· Protect Lab Β· DevelopersHub Β· CodeAlpha
Trained & benchmarked deep learning models; built MVVM Flutter/Android apps with Firebase Auth, Firestore sync, FCM.

πŸš€ Featured Projects

πŸŽ“ Acadomi β€” AI-Powered Learning Platform

Gemini 2.5 MediaPipe Node.js Next.js Docker Kubernetes (EKS) AWS Redis

  • Scalable microservices platform supporting 800+ concurrent users at 99.7% uptime
  • Real-time attention monitoring via MediaPipe + AI-driven personalization β†’ +38% engagement
  • LLM-based tutoring, interactive flashcards, and podcast generation

πŸ§‘β€πŸ« Multi-Agent RAG Tutoring Framework

GPT-4o LangGraph FAISS Docker AWS SageMaker

  • Multi-agent virtual classroom deployed on SageMaker with sub-300ms inference under 50 concurrent sessions
  • FAISS-based RAG pipeline evaluated on 600+ queries β€” BERTScore F1 0.86, ROUGE-L 0.73

πŸ“š EduSphere β€” Android Learning Management System

Flutter BLoC Firebase SQLite

  • 25+ screen production-grade LMS with quiz engine, RBAC, and real-time messaging
  • Offline-first architecture with SQLite caching β†’ ~40% faster load times

♻️ Waste Detection & Semantic Segmentation

YOLOv8 U-Net PyTorch DVC GitHub Actions

  • Combined detection + pixel-wise segmentation on the TACO dataset β€” mAP@0.5 0.82, IoU 0.74
  • CI/CD with GitHub Actions + DVC versioning β†’ 50% faster test cycles

πŸ” EAT β€” Multi-Restaurant Food Delivery App

Flutter GetX Firebase OpenStreetMap

  • Cross-platform delivery app for 15+ partner restaurants with live driver tracking (<5s refresh)

πŸ“Š GitHub Stats

🌱 Still building up my public commit history β€” most of my work lives in private/enterprise repos from internships. Check the Featured Projects above for what I've actually shipped!


πŸ“« Let's Connect

⭐ Passionate about building intelligent systems that combine AI research with scalable engineering.

Popular repositories Loading

  1. taco-waste-detection-segmentation taco-waste-detection-segmentation Public

    YOLOv8 and U-Net based waste detection and segmentation system using the TACO dataset for smart city applications.

    Python 2

  2. multimodal-rag-system multimodal-rag-system Public

    Multimodal Retrieval-Augmented Generation (RAG) system integrating text + image understanding using FAISS, CLIP, SentenceTransformers, and GPT-based reasoning with a Streamlit interface.

    Python 1

  3. semantic-product-search-ranking semantic-product-search-ranking Public

    Deep learning-based semantic product search and ranking system using SBERT embeddings and MLP trained on Amazon ESCI dataset, deployed with a real-time Gradio interface.

    Python 1

  4. multi-agent-rag-tutor multi-agent-rag-tutor Public

    Multi-agent RAG-based AI tutoring system with teacher–student dialogue, FAISS retrieval, and automated evaluation.

    Python 1

  5. urdu-poetry-generation-comparison urdu-poetry-generation-comparison Public

    Comparative study of RNN, LSTM, and Transformer models with multiple optimizers for Urdu poetry generation, analyzing performance, efficiency, and text quality.

    Python 1

  6. github-repo-analyser github-repo-analyser Public

    A Chrome Extension plus a small Node.js backend that helps you skim a GitHub repository: file explanation, lightweight quality metrics, AI-assisted risk hints, and a small repo-aware chat.

    JavaScript

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