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Achievements

Achievement: Pair Extraordinairex4Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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KamranUmer/README.md

Kamran Umer

Typing intro

LinkedIn Website Email

👋 About me

class KamranUmer:
    role       = "AI-Backend Engineer @ CCRIPT Agency"
    experience = "4+ years"
    location   = "Islamabad, Pakistan 🇵🇰"

    builds     = ["LLM apps & RAG", "AI agents", "computer vision", "FastAPI / Flask backends",
                  "cloud deployments"]
    learning   = "robotics & mechatronics → github.com/KamranUmer/ROBO-TOBO"

    def say_hi(self):
        return "I turn AI models into products people can use. Now I'm teaching them to move. 🤖"

🛠️ Tech stack

Core stack
Web and hardware

LangChain LangGraph Hugging Face OpenAI Gemini Groq Pinecone Chroma YOLO Roboflow Streamlit MCP

🚀 Featured projects

🤖 ROBO-TOBO

Learning mechatronics in public: every chapter of Mechatronics System Design turned into Python simulations, then built on real hardware.

🩺 DoctorConnectAI

RAG chatbot that recommends doctors in Pakistan by city, condition, budget and gender preference.

📣 AI Social Media Campaign Manager

Audience analysis, Gemini-generated posts and images, and performance tracking in one dashboard.

🩻 PNS Detection · YOLOv5

Custom-trained detector for medical X-rays, mAP@0.5 = 0.914, with a YOLO-NAS version and a Streamlit app.

🌿 HortiCure

Plant disease detection from leaf photos (96.7% validation accuracy) with an AI treatment assistant.

🧠 Abstractive Question Answering

Retrieval-augmented QA over 50,000 Wikipedia passages: MPNet retriever, Pinecone, BART answer generator.

📊 GitHub stats

Profile details

Stats Most committed languages

Productive time Repos per language

🐍 Contribution snake

Snake eating my contribution graph

Pinned Loading

  1. Deepseek Deepseek Public

    Running DeepSeek's Janus-Pro multimodal model (image understanding + generation) locally, with Gradio and FastAPI demos.

    Python

  2. social-media-campaign social-media-campaign Public

    AI social media manager: audience analysis, Gemini-generated posts and images, performance metrics. Flask API + React/daisyUI dashboard.

    Python

  3. Cohere-and-Pinecone Cohere-and-Pinecone Public

    Semantic search over the TREC question dataset using Cohere embeddings and the Pinecone vector database.

    Jupyter Notebook

  4. abstractive-question-answering abstractive-question-answering Public

    Abstractive question answering: MPNet retriever + Pinecone vector search + BART long-form answer generator over Wikipedia history passages.

    Jupyter Notebook 1

  5. MRI-Tumor-segmentation MRI-Tumor-segmentation Public

    Brain tumor instance segmentation on MRI scans with YOLOv7-seg trained on a custom dataset (Google Colab).

    Jupyter Notebook 1