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praveensamineni94/README.md

Hi there, I'm Praveen Samineni πŸ‘‹

I'm a Senior Data Engineer with a passion for AI, Data Science, and Full-Stack Development. With a Master's in Machine Learning & Data Science, I specialize in designing and implementing scalable, distributed systems that harness the power of big data and AI to drive transformative business outcomes.


πŸ“Š What I Do:

  • Data Engineering & ETL Pipelines: Architecting robust, scalable data pipelines using Apache Airflow, dbt, and Spark, ensuring efficient data ingestion, transformation, and delivery across cloud platforms.
  • AI & Machine Learning Solutions: Building production-ready ML models leveraging TensorFlow, PyTorch, and Hugging Face Transformers for predictive analytics, NLP, and computer vision applications.
  • Full-Stack Development: Creating seamless end-to-end applications with Django, FastAPI on the backend, and React.js on the frontend, integrating RESTful APIs and GraphQL.
  • Cloud Infrastructure & DevOps: Designing cloud-native architectures on AWS, Azure, and GCP using Terraform, Docker, and Kubernetes to ensure high availability, scalability, and security.

🌐 Connect with Me:


🎨 Featured Projects:

  1. AI-Powered Predictive Analytics Platform: Engineered an end-to-end ML pipeline for demand forecasting, reducing forecasting errors by 20%. Integrated Kafka for real-time data streaming and ElasticSearch for fast data retrieval.
  2. Cloud-Native ETL Pipelines: Developed automated, scalable ETL workflows using Apache Airflow, AWS Glue, and S3, processing terabytes of data with fault-tolerant, distributed systems.
  3. Full-Stack Data Visualization Dashboard: Built a dynamic, real-time dashboard using Django REST Framework and React.js with WebSocket integration for live data updates.
  4. MLOps Pipeline Implementation: Automated the lifecycle of machine learning models using MLflow, Kubeflow, and GitHub Actions, ensuring reproducibility and continuous deployment.

πŸš€ Currently Working On:

  • Contributing to open-source projects in AI, Data Engineering, and Full-Stack development, focusing on optimizing large-scale data pipelines and AI models.
  • Exploring serverless architectures with AWS Lambda and Google Cloud Functions for efficient resource management and scalability.
  • Building a microservices-based architecture for modular, maintainable applications using Docker Swarm and Kubernetes.
  • Implementing data governance and data lineage solutions to ensure data quality, compliance, and traceability.

🌍 Tech Stack:

  • Languages: Python, SQL, JavaScript, Bash, YAML
  • Frameworks: Django, FastAPI, React.js, Node.js, Flask
  • Data Engineering: Apache Airflow, dbt, Spark, Kafka, Delta Lake, Snowflake
  • AI/ML Libraries: TensorFlow, PyTorch, Scikit-learn, Hugging Face Transformers, OpenCV
  • Cloud Platforms: AWS (EC2, S3, Lambda, Glue), Azure (Data Factory, Functions), GCP (BigQuery, Cloud Functions)
  • DevOps & Infrastructure: Docker, Kubernetes, Terraform, GitHub Actions, MLflow, Kubeflow
  • Databases: PostgreSQL, MongoDB, MySQL, Redis
  • Monitoring & Logging: Prometheus, Grafana, ELK Stack (Elasticsearch, Logstash, Kibana)

🌟 Fun Fact:

When I’m not crunching data or coding, you’ll find me designing custom SVG graphics for my projects, experimenting with cloud infrastructure automation, or diving into the latest open-source contributions. I'm always excited to tackle new challenges and explore emerging technologies!

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