Skip to content
View muneeb-amir's full-sized avatar
1 follower · 0 following

Block or report muneeb-amir

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
muneeb-amir/README.md
Typing SVG


🧑‍💻 About Me

  • 🎓 BS Computer Science graduate from FAST-NUCES, Islamabad — 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
  • 📱 Ship real, production-grade mobile apps in Flutter/Kotlin — not just tutorials
  • 💼 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

🛠️ 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


💼 Experience

Dec 2025 – Apr 2026 AI/ML Research Engineer · 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 · 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 · Protect Lab · DevelopersHub · CodeAlpha
Trained & benchmarked deep learning models; built MVVM Flutter/Android apps with Firebase Auth, Firestore sync, FCM.

🚀 Featured Projects

🎓 Acadomi — 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 → +38% engagement
  • LLM-based tutoring, interactive flashcards, and podcast generation

🧑‍🏫 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 — BERTScore F1 0.86, ROUGE-L 0.73

📚 EduSphere — 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 → ~40% faster load times

♻️ Waste Detection & Semantic Segmentation

YOLOv8 U-Net PyTorch DVC GitHub Actions

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

🍔 EAT — Multi-Restaurant Food Delivery App

Flutter GetX Firebase OpenStreetMap

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

📊 GitHub Stats

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


📫 Let's Connect

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

Popular repositories Loading

  1. 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

  2. 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

  3. 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

  4. 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 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