Skip to content
View Mpradeep-dev's full-sized avatar
🎯
Focusing
🎯
Focusing
22 followers · 34 following

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: QuickdrawAchievement: Pull Shark

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: QuickdrawAchievement: Pull Shark

Highlights

  • Pro

Organizations

@EstimaX-AI

Block or report Mpradeep-dev

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.

Content in all repositories owned by your account will be closed.
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
Mpradeep-dev/README.md

Pradeep Murugesan - AI Engineer

Portfolio LinkedIn Email GitHub


What I build

Real-time computer vision and GenAI / RAG systems: low-latency GPU inference pipelines and the scalable FastAPI microservices that serve them in production.

  • Vision  ·  detection and tracking pipelines, GPU inference, ONNX / TensorRT export
  • GenAI  ·  retrieval pipelines, vector search, local and hosted LLM serving
  • Backend  ·  FastAPI services, queues and caching, containerised deploys

Reach me at pradeepmurugesan.dev@gmail.com.


Stack

Vision & ML

PyTorch OpenCV YOLO ONNX TensorRT NumPy

GenAI

LangChain Qdrant Pinecone Ollama vLLM

Backend & Data

FastAPI Python Spring Boot PostgreSQL Redis

Infra

Docker Kubernetes Nginx RabbitMQ GitHub Actions


Featured projects

Auto_Label_Flow wound_care-wound-service
EstimaX-AI FAQ-bot
AI_Trainer drowsiness-detection

Activity

GitHub stats Top languages

Contribution streak

Contribution activity graph

Contribution graph snake animation


Verified badges

Credly verified badge
Credly verified 		Microsoft Learn achievement
Azure AI: plan and prepare to develop AI solutions 		Microsoft Learn achievement
Microsoft Foundry: select, deploy, evaluate models

Open to collaboration and roles in applied AI.  ·  Back to top

Pinned Loading

  1. AI_Trainer AI_Trainer Public

    Real-time AI gym coaching system using YOLO-Pose for human pose estimation and instant visual feedback on exercise form.

    Python 2

  2. drowsiness-detection drowsiness-detection Public

    This project is a real-time drowsiness detection system designed to monitor a user's eye activity and alert them if signs of drowsiness or sleep are detected. It leverages computer vision technique…

    Python 5

  3. ecommerce-backend ecommerce-backend Public

    Frontend: Designed using Cursor AI to speed up development and ensure a clean, responsive UI. Backend: Fully developed by me using FastAPI, SQLAlchemy, and PostgreSQL, focusing on building secure a…

    TypeScript 2

  4. EstimaX-AI/.github EstimaX-AI/.github Public

    EstimaX AI is an AI-powered blueprint estimation app.