Frank Kovacs
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Projects
Please browse for projects conducted for school, work or personal passion.
Custom Scala ETL Framework
I implemented a custom ETL framework for use within a databricks execution engine for media data.
Friday, November 1, 2024
Sql
,
Spark
,
Databricks
,
Scala
,
Aws
,
Pyspark
Fabric Architecture Proof of Concept
I imeplemented and architected a proof of concept migration to Fabric.
Friday, November 1, 2024
Azure
,
Fabric
,
Data Factory
,
Python
,
Sql
,
Api
,
Servicenow
Full data source mapping
I mapped and documented a multi-million dollar organization’s data for presentation to stakeholders
Friday, November 1, 2024
Aws
,
Scala
Hyperparameter Tuning
As a senior data engineer at Axis I continued to expand my responsibilities and contributions to both Axis and clients.
Friday, November 1, 2024
Python
,
Git
,
AI
,
Unsupervised Learning
,
Clustering
,
R
Inventory Analysis
I created and implemented an end-to-end inventory analysis tool to quantify ordering irregularities
Friday, November 1, 2024
Azure
,
Spark
,
Pyspark
,
Data Factory
,
Python
,
Sql
,
Api
,
Javascript
Metadata Driven Orchestration POC
I architected and created a fully metadata-driven architecture that both saturates available compute resources and orchestates jobs and bundles
Friday, November 1, 2024
Aws
,
Streamsets
,
Snowflake
Python API Orchestrator
I architected and implemented a Python package that managed API calls within an Airflow orchestrator.
Friday, November 1, 2024
Aws
,
Python
,
Databricks
,
Api
,
Ci/Cd
,
Airflow
R Geopolitical Data ETL
I designed and implemented an ETL job in R. This process categorized sanctions by their target area, levying body and severity.
Friday, November 1, 2024
R
,
Aws
Retail Fraud Detection
I created and implemented a machine learning model to identify anomalous employee transactions.
Friday, November 1, 2024
Azure
,
Python
,
Sql
,
Spark
,
Pyspark
Synapse Data Quality Checks
I implemented a custom data quality framework for use within synapse pipelines.
Friday, November 1, 2024
Azure
,
Sql
,
Snowflake
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