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RaghavaAlajangi/README.md

Hi there, I am Raghava Alajangi ๐Ÿ‘‹

AI/ML Engineer | MLOps | Azure Certified | Computer Vision


๐Ÿš€ About Me

๐Ÿ”น AI/ML Engineer with 3.5+ years of experience in applying AI, Machine Learning and Deep Learning algorithms in Medical Diagnostics and Imaging, and Industrial Image Processing.
๐Ÿ”น Eager to tackle problems across data-driven applications, image & video processing, Computer Vision, GANs, LLMs, and AI Agents.
๐Ÿ”น Passionate about AI-driven automation, MLOps, cloud computing, and scalable AI architectures.
๐Ÿ”น Experienced in research-driven AI development, MLOps pipelines, and full-stack web applications.
๐Ÿ”น Actively contributing to open-source projects by maintaining OOPS principles, high code standards (PEP8), and semantic versioning


๐Ÿ’ก What I Know

๐Ÿ”น Programming - Python, C++
๐Ÿ”น Machine Learning & Deep Learning โ€“ Computer Vision, AI Model Training, Optimization
๐Ÿ”น MLOps & AI Infrastructure โ€“ MLflow, DVC, CI/CD, Model Tracking, AI Pipelines
๐Ÿ”น Cloud & DevOps โ€“ Azure ML, Docker, GitLab CI/CD, GitHub Actions
๐Ÿ”น Backend Development & Databases โ€“ FastAPI, Flask, API Development, PostgreSQL, SQL
๐Ÿ”น HPC & AI Scaling โ€“ AI training on HPC clusters, optimizing inference with TensorRT & ONNX
๐Ÿ”น Full-Stack Web & GUI Development โ€“ Dash, Streamlit, Flask Apps, PyQt


๐Ÿ”ฅ What I am Actively Learning

๐Ÿ”น LLM Development & API Deployment โ€“ Fintuning LLMs, creating RAG-based LLM chatbots for specific use cases
๐Ÿ”น AI Model Research โ€“ Working on forecasting models, agent-based models, and ranking models
๐Ÿ”น Cloud Technologies โ€“ Expanding skills in Azure DevOps
๐Ÿ”น Infrastructure as Code (IaC) & DevOps โ€“ Strengthening Kubernetes and Terraform
๐Ÿ”น Optimized AI Pipelines โ€“ Improving AI inference speed on HPC clusters & Cloud
๐Ÿ”น Scalable AI Deployment โ€“ Working with Docker, Kubernetes, and CI/CD
๐Ÿ”น Large-Scale AI & MLOps โ€“ CI/CD for ML, Model Monitoring, Large-scale AI Training
๐Ÿ”น Web & GUI Development โ€“ Exploring React (Web & Native), Vue.js, PyQt


๐Ÿ› ๏ธ Tech Stack & Skills

๐Ÿ’ป Programming & Development

Python bash logo pytest logo vscode logo

โšก Machine Learning & AI

Pytorch TensorFlow ONNX

๐Ÿงฐ PyData & Image Processing Tools:

OpenCV NumPy Plotly Matplotlib Scipy Pandas

โš™๏ธ MLOps & DevOps

MLflow Docker Git gitlab logo GitLab CI/CD GitHub
GitHub Actions Kubernetes Terraform grafana logo

๐Ÿ•ธ๏ธ Web & GUI Development

Dash Streamlit PyQt Flask FastAPI PostgreSQL MinIO mysql logo

๐ŸŒฉ๏ธ Cloud & HPC

Azure HPC


๐Ÿ” GitHub Stats

stats graph languages graph

๐Ÿ” Top Contributed Repo


๐Ÿ›ค๏ธ Contribution Map


Snake animation

Pinned Loading

  1. rag-matrix-bot rag-matrix-bot Public

    RAG (Retrieval-Augmented Generation ) - powered Matrix bot with LangChain, OpenAI API, Qdrant, Redis, and FastAPI โ€” fully deployable via Docker Compose.

    Python 3

  2. cytosegment cytosegment Public

    CytoSegment is a Python library for semantic segmentation of cytometry image data using deep learning. It is designed to support researchers and practitioners working with microscopic biological imโ€ฆ

    Python 1

  3. HPC_Pipeline_Dashboard HPC_Pipeline_Dashboard Public

    A web interface to create and manage ML inference (data processing) pipelines on HPC clusters.

    Python 2

  4. RAG-LLM-Chatbot RAG-LLM-Chatbot Public

    This repo deals with experimenting Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs). Explore cutting-edge techniques, compare retrieval methods (like CAG), integrate diverse toโ€ฆ

    Python 3 1

  5. Precision-Agriculture Precision-Agriculture Public

    This project demonstrates an end-to-end AI-powered agriculture web app, developed using open-source agricultural data from Kaggle.

    Python 9 4

  6. DCOR-dev/dcor-ckan-docker DCOR-dev/dcor-ckan-docker Public

    Docker recipe for DCOR (essentially CKAN + MinIO)

    Shell