vishalsingh17 / amplication

Amplication is an open‑source development tool. It helps you develop quality Node.js applications without spending time on repetitive coding tasks.

👋 Hello, Welcome to my profile.

I'm a passionate Big Data Engineer with 4+ years of hands-on experience in designing and implementing robust data solutions. My goal is to leverage the power of data to drive meaningful insights and solve complex business challenges.

💡 Expertise:
In my journey as a Big Data Engineer, I have honed my skills in:

🔹 Big Data Technologies: I have a strong command over Hadoop, Spark and their ecosystems. I specialize in building scalable data pipelines, processing large datasets, and optimizing performance for efficient data processing.

🔹 Programming Languages: I am proficient in Python, SQL and Spark, using them to develop data-centric applications, perform data analysis, and build machine learning models.

🔹 Data Warehousing: I have hands-on experience with data warehousing principles, including data modeling, ETL (Extract, Transform, Load) processes, and dimensional modeling. I am well-versed in designing and implementing data warehouses for improved data accessibility and reporting.

🔹 Database Management: I have a strong grasp of SQL and have worked extensively with both relational databases (MySQL, PostgreSQL) and NoSQL databases (MongoDB, Cassandra). I excel at writing complex queries, optimizing database performance, and ensuring data integrity.

🔹 Cloud Platforms: I am adept at working with cloud-based environments, particularly on AWS and Azure.

🔹 Data Visualization: I possess a keen eye for visualizing data insights and effectively communicating complex findings to stakeholders. I am skilled in using tools like Tableau and Power BI to create intuitive dashboards and reports.

⚒️ Skills:

🧑‍💻 Programming Languages:
Python | SQL | Spark

⛓️ Distributed Framework:
Spark | Hadoop | Hive | Kafka | Sqoop

💾 Databases:
MySQL | MongoDB | Cassandra | HBase

🧬 Version Control:
Git | DVC

⏰ Workflow Management:
Airflow | Mage

☁️ AWS Services:
S3 | EC2 | EMR | RDS | Redshift | Glue | CloudWatch | ECS

☁️ Azure Services:
Data Factory | Databricks | Functions | Blob | Synapse | Delta Lake

🚀 MLOps:
Docker | Docker Compose | GitHub Actions | MLflow

🪄 ML Frameworks:
Pandas | Numpy | Sklearn | PySpark | Pytorch | Matplotlib | Seaborn | TFX

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