Seasoned Engineer | Software Architecture | Data Engineering

Passion for architecting scalable data platforms and operationalizing machine learning systems in production. I thrive at the intersection of software engineering and data engineering, bridging the gap between complex backend infrastructure and intelligent, data-driven solutions.

I bring deep experience in building distributed systems, designing real-time and batch data pipelines, and deploying ML models at scale. I focus on delivering robust, maintainable systems that transform raw data into actionable insights—empowering business and product decisions.

Update 06/09/2026: From Sep 2025 I have completely transitioned into Gen AI Engineering Role. I have been building and operating large-scale backend systems in cloud-native environments. Currently focused on building and deploying end-to-end LLM pipelines using LangChain, LangGraph, and FastAPI, covering retrieval (Azure AI Search), vector databases (PostgreSQL), checkpointing, and multi-agent orchestration.

🔧 Skills:

• Programming & ML Ecosystem Python, NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch
• Machine Learning & MLOps Supervised / Unsupervised Learning, Deep Learning, Feature Engineering, Model Deployment & Monitoring (MLflow, SageMaker, TFX)
• Data Engineering & ETL Pipelines Batch Processing: PySpark, Airflow, dbt Streaming: Kafka, Spark Streaming, Flink, Kinesis
• Cloud Data Platforms & Warehousing AWS (S3, EMR, Glue, Lambda, Redshift), GCP (BigQuery, GCS), Snowflake
• Data Analysis & Visualization Matplotlib, Seaborn, Looker
• API & Backend Service Development RESTful APIs (FastAPI, Flask, Django), AuthN/AuthZ, OpenAPI
• Containerization & Orchestration Docker, Kubernetes(EKS), Helm, ArgoCD
• Software Architecture Event-Driven Architecture, Microservices, Domain-Driven Design (DDD), Data Mesh, Observability (Prometheus, Grafana)

🧠 Philosophy "Scalable, resilient, and observable systems are the foundation of modern data-driven products."

I focus on building maintainable platforms with clean abstractions, strong boundaries, and operational excellence. I enjoy mentoring teams, setting technical direction, and bringing clarity to complex systems.