I'm a Senior Data Engineer & Generative AI Specialist with 11+ years of proven expertise in designing and deploying enterprise-scale data solutions. I specialize in building AI-powered data platforms, real-time streaming architectures, and intelligent data pipelines that drive business impact.

With 8+ years of hands-on experience in big data ecosystems (Hadoop, Spark, Databricks, Snowflake) and 4+ years in healthcare technology, I bring deep domain knowledge combined with cutting-edge AI/ML capabilities. My passion is transforming raw data into actionable intelligence through scalable, robust, and innovative solutions.

• End-to-end GenAI solution design and deployment
• Machine learning pipelines and MLOps architecture
• LLM integration and fine-tuning strategies
• AI model optimization and inference scaling

• Hadoop Ecosystem: HDFS, MapReduce, Hive, HBase
• Spark: PySpark, Spark Structured Streaming, Delta Lake
• Cloud Platforms: AWS (EMR, S3, Lambda, Glue), Azure (Synapse, Data Factory)
• Data Warehousing: Snowflake, Databricks, Redshift

• ETL/ELT Workflows: DBT (Data Build Tool), custom pipelines
• Real-time Streaming: Kafka, Spark Streaming, Apache Flink
• Data Architecture: Lakehouse, Data Mesh, Modern DW patterns
• Data Quality: Governance frameworks, profiling, reconciliation

• HIPAA-compliant data solutions
• Healthcare data interoperability (HL7, FHIR)
• Clinical data warehousing and analytics
• Privacy-preserving data pipelines

✅ Architected Production Kafka Streaming Systems

• Designed and deployed high-throughput Kafka applications with Spark Structured Streaming
• Processed 100M+ events daily with sub-second latency
• Integrated complex data transformations with real-time analytics

✅ Built Enterprise-Scale Data Pipelines

• Engineered end-to-end data pipelines for data reconciliation, profiling, and quality assurance
• Implemented automated data governance and lineage tracking
• Reduced data processing time by 60% through optimization

✅ Developed AI/ML Infrastructure

• Built ML feature stores and model serving infrastructure
• Implemented automated model training and deployment pipelines
• Scaled ML workloads to handle petabytes of data

✅ Healthcare Data Solutions

• Designed HIPAA-compliant data warehouses serving 1000+ providers
• Built clinical data platforms processing patient records at scale
• Implemented data quality frameworks ensuring 99.9% accuracy

Languages & Frameworks: Python • SQL • Scala • PySpark • TensorFlow • PyTorch

Big Data & Streaming: Hadoop • Apache Spark • Kafka • Flink • Hive • HBase • Delta Lake

Cloud & Data Platforms: AWS (EMR, S3, Lambda, Glue) • Azure (Synapse, Data Factory) • Databricks • Snowflake • Redshift

Data Engineering: DBT • Airflow • Python • Shell Scripting • Git • Docker • Kubernetes

Databases: PostgreSQL • MySQL • MongoDB • Cassandra • DynamoDB • Elasticsearch

Tools & Platforms: Tableau • Power BI • Jupyter • Git • GitHub • GitLab • Jenkins

🚀 Design Scalable Solutions - From concept to production, I architect data systems that grow with your business needs

🔍 Solve Complex Problems - Deep debugging across Hadoop, Spark, Kafka, and NoSQL ecosystems with proven troubleshooting methodologies

🤝 Bridge Teams - I work seamlessly with engineering, data science, and business teams to translate requirements into technical solutions

⚡ Optimize Performance - Proven track record of reducing processing time, improving data quality, and cutting infrastructure costs

🎓 Drive Innovation - Staying cutting-edge with GenAI, modern data architectures, and emerging technologies

• 11+ years in software engineering and data platform development
• 8+ years building and optimizing big data solutions at scale
• 4+ years specialized healthcare industry expertise
• 100M+ daily events processed through streaming pipelines
• Petabyte-scale data systems designed and deployed
• Multiple enterprise-grade platforms in production

I'm passionate about solving complex data challenges and driving innovation through scalable, efficient, and intelligent data solutions. If you're looking to build transformative data platforms or AI-driven systems, let's chat!

• 📧 Email: [*********@example.com]
• 💼 LinkedIn: [in/sudip-p-450987236]
• 🔗 GitHub: [https://www.linkedin.com/in/sudip-p-450987236/]
• 📍 Open to: Remote opportunities | Consulting projects | Collaborative ventures