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Focusing
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Focusing
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Achievements

Achievement: Pull Sharkx2Achievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: Quickdraw

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87tana/README.md

About Me:

Experienced in building end-to-end ML pipelines from experimentation to deployment, leveraging cloud platforms (AWS, Azure) and DevOps practices for scalable model serving. Background in image analysis,signal processing and computer vision.

💻 Tech Stack:

Python MATLAB PyTorch TensorFlow scikit-learn OpenCV NumPy Pandas Hugging Face YOLO FastAPI Streamlit Flask Docker Kubernetes GitHub Actions Terraform Ansible Prometheus Azure AWS MLflow PostgreSQL Helm Anaconda Linux Git


📊 GitHub Stats:




📝 Publications & Writing:

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  1. cloud-devops-llmops-platform cloud-devops-llmops-platform Public

    LLMOps-DevOps Project. fully containerized LLM platform running on Azure.

    HCL 4 1

  2. devops-kubernetes-aws-cicd devops-kubernetes-aws-cicd Public

    Deployed a 5-microservice app on Amazon EKS using Kubernetes, creating Deployments, Services, Ingress, Secrets, and using Helm for NGINX Ingress setup. Built Docker images, implemented GitHub Actio…

    C# 1

  3. RAG_Chatbot RAG_Chatbot Public

    Developed and deployed a cloud-hosted RAG chatbot with a Streamlit UI to semantically ingest, index, and query diverse text datas, delivering context-rich, on-demand insights while managing everyth…

    Jupyter Notebook

  4. YOLO11n-Bone-Fracture-Detection-Model YOLO11n-Bone-Fracture-Detection-Model Public

    This repository implements an end-to-end pipeline for detecting bone fractures in X-ray images using the YOLO11n object detection framework. All methods, datasets, and insights are drawn from the a…

    Jupyter Notebook 3 1

  5. SemanticSegmentationMedicalImaging SemanticSegmentationMedicalImaging Public

    In this project, I manipulate the impacts of different components of an encoder-decoder convolutional neural network (CNN) for tumor segmentation in the 2D MRI Brain Tumor Image Dataset.

    Jupyter Notebook

  6. 3-tier-application 3-tier-application Public

    Forked from Pokfinner/3-tier-application

    C# 2