System Online
Konstantin Sh.
Senior Data Engineer & AI Agent Engineer
# I turn data into reliable decisions.
# Data Engineering, BI, Machine Learning, and Agentic AI.
industry_experience = "10+ Years"
10+
Years_Exp
50+
Projects
1M+
Lines_Code
∞
Caffeine
database BigQuery DWH
Architecting high-performance enterprise data warehouses with Google BigQuery, optimized SQL schemas, and dbt pipelines.
$ bq query --use_legacy_sql=false
ac_unit Snowflake DWH
Designing scalable Snowflake data platforms, data modeling, virtual warehouse tuning, and automated ELT pipelines.
$ snowsql -a corp_account -u de
smart_toy Agentic AI
Engineering autonomous AI agents, tool-calling multi-agent orchestrations, enterprise RAG, and production LLM integrations.
$ python -m agent.orchestrator
model_training ML & MLOps
Building end-to-end ML pipelines for structured & tabular data, feature engineering, automated MLOps, and model deployment.
$ python -m ml.train_pipeline
query_stats BI & Dashboards
Creating semantic data layers (LookML/dbt), executive BI dashboards, and automated reporting metrics for data-driven decisions.
$ looker deploy --model=prod
// Roles I work as a Senior Data Engineer & AI Agent Engineer who stays hands-on, translating business goals into data products, platforms, ML, and Agentic AI delivery.
// Focus Focus on Data Engineering, Business Intelligence (BI), Machine Learning, and Agentic AI solutions that keep data trustworthy and actionable.
// Availability & Engagement Available for projects in the US. Open for Full-Time, Contract, and Fractional roles. Flexible hourly rate.
// Team & Mediation Can assemble a data engineering squad and align business, product, and engineering for smoother delivery.
// Tech Breadth Worked hands-on with GCP (BigQuery, Dataflow, Dataproc, Cloud Composer, Pub/Sub, Cloud Run, Vertex AI, GKE), dbt, Python, SQL, Airflow, Kafka, and other data engineering tools.
// Project Types Focusing on BigQuery & Snowflake DWH architectures, autonomous Agentic AI systems, tabular ML & MLOps pipelines, and enterprise BI dashboards.
folder_open ~/skills
./Data_Engineering_&_DWH
./Agentic_AI_&_Autonomous_Agents
./ML_&_MLOps_(Tabular_Data)
./BI_&_Dashboards
./Cloud_&_DevOps
Certification
Snowflake Data Engineering
Certification
Google Data Analytics Professional
> Ready to start?_
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