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Saivardhan655/README.md

Hi, I'm Sai Vardhan πŸ‘‹

AI Engineer

πŸ’‘ AI Engineer @ Arcadis | Machine Learning & Backend Enthusiast πŸŽ“ B.Tech β€” Computer Science & Engineering (AI & ML) πŸš€ Building intelligent systems for real-world impact in computer vision, real-time data pipelines, and scalable backend platforms.


πŸ”₯ What I Do

  • Computer Vision & ML β†’ Human action recognition, attentiveness tracking, predictive modeling.
  • Backend & Systems β†’ Django/Flask APIs, microservices, real-time event processing (Kafka, Redis).
  • MLOps & Deployment β†’ Docker, Kubernetes, AWS Sagemaker, CI/CD pipelines.
  • Data Analytics β†’ Urban mobility, infrastructure, and intelligent monitoring.

πŸš€ Featured Projects

  • πŸŽ₯ Human Action Recognition β€” Video classification using ResNet50 & TensorFlow.
  • πŸ§‘β€πŸ« Student Attentiveness Tracking β€” CV-based distraction/drowsiness/emotion detection with real-time feedback.
  • πŸ› οΈ Dynamic Rule Engine β€” Python AST-powered evaluator for live eligibility checks.
  • πŸ“Š Stock & Diamond Price Predictors β€” End-to-end ML pipelines with regression models + CI/CD automation.
  • 🌦️ Weather Alerts System β€” Kafka + PostgreSQL event-driven microservices with Dockerized deployment.
  • ⚑ Helmet Detection β€” Video upload β†’ WebSocket β†’ Django β†’ AWS Sagemaker async inference β†’ S3 results with Redis progress updates.
  • 🌐 Digital Twins Platform β€” Django-based city analytics system integrating traffic, congestion, and infrastructure data.

πŸ’‘ Interests

  • AI for Finance (Algo Trading, Market Intelligence)
  • Real-Time Systems & Event Processing
  • Deep Learning Architectures (CNNs, Transformers, GNNs, MoE)
  • Scalable Full-Stack & Cloud Deployments
  • Urban Mobility & Smart Infrastructure

πŸ“« Connect With Me


⭐️ Always open for collaborations, research discussions, and innovative AI-driven solutions.

Popular repositories Loading

  1. IPL-SCORE-PREDICTOR IPL-SCORE-PREDICTOR Public

    Python

  2. Mini-project Mini-project Public

    Implementation of complex human actions and activities in videos incorporating temporal attention mechanism to focus on informative frames or segments while ignoring irrelevantΒ one

    Jupyter Notebook 1

  3. tamato_disease_prediction tamato_disease_prediction Public

    only cnn model

    Jupyter Notebook

  4. Diamond-Price-Prediction Diamond-Price-Prediction Public

    Jupyter Notebook

  5. BreastCancerPrediction BreastCancerPrediction Public

    Jupyter Notebook

  6. MLops-Project MLops-Project Public

    Jupyter Notebook