Sabina Meric
Verified Expert in Engineering
Big Data Developer
Porto, Portugal
Toptal member since August 28, 2014
Sabina is an experienced data scientist and team lead with a history working in the financial, entertainment, and travel industry. She is very passionate about knowledge expansion and is gaining more experience in machine learning, neural networks, and behavioral analytics.
Portfolio
Experience
- Big Data - 7 years
- Data Science - 7 years
- Data Pipelines - 7 years
- Data Analysis - 7 years
- Machine Learning - 3 years
Preferred Environment
Amazon Web Services (AWS), Amazon SageMaker, SQL, Python, Data Pipelines
The most amazing...
...thing I've done recently is data science projects for user experience.
Work Experience
Lead Data Analytics | Data Product Owner
COCUS Portugal
- Building centralized Customer Data Services on AWS.
- Data Science for User Experience (Qualtrics, Spotfire, AWS, SageMaker, Matillion, Python).
- Data Engineering - centralizing and analyzing data on AWS.
Volunteer Lead Data Scientist Consultant (#AIForGood)
Omdena
- development of an AI platform and chatbot for PTSD treatment.
- data analysis, annotation from transcripts from live sessions.
- text sentiment and annotation after and during chatbot conversations.
Lead Data Analytics
i2S
- Built a non-cloud data pipelines and analytics platform.
- Utilized machine learning, including data quality, workflow optimization, and classifications.
- Worked on data streaming for data centralization from an old system combining new data.
Data Product Owner | Lead Data Analytics
WeTek
- Data Analytics platform for OTT (MongoDB, Google BigQuery, PHP shell).
- Data Science - Prediction, Recommendation (Python, Tensorflow, Scikit, Keras, neo4j).
- creating Analytics platform for business users of wetek system.
Lead Data Analytics
Genijalno
- Did data Analytics and engineering (MS SQL, MySQL, Oracle, MongoDB, Crate.io (Lucene and ElasticSearch))(SSIS,Talend, Flink) (SSAS, SSIS, Cubes, ODI, Qlik View, Microsoft BI) (.NET, C#, java) (Kafka, Flink).
- Data Science - Predictions (Python, SQL)(Kafka, Flink).
- Worked on different projects with different requirements and tech.
Lead Data Analytics
Procredit Bank
- Developed business intelligence and analytics for bank management.
- Did reporting and data mining. Developed functionality in C# and .NET.
- Provided IT support for AML, anti-theft, and anti-terrorism.
Education
Master of Science Degree in Computer Science
School of Information Technology - Mostar, Bosnia and Herzegovina
Microsoft Certified IT Professional in Database Administration
Microsoft - Sarajevo
Certifications
AWS Machine Learning Specialty
Amazon Web Services
PSPO1
Scrum.org
Skills
Libraries/APIs
TensorFlow, Keras, Scikit-learn
Tools
Amazon Athena, AWS Glue, SSAS, Flink, Amazon SageMaker, Matillion ETL for Redshift, Amazon Simple Queue Service (SQS), Amazon Simple Notification Service (SNS)
Languages
SQL, Python, PHP, Transact-SQL (T-SQL), Java, Snowflake
Storage
MongoDB, Microsoft SQL Server, MySQL, Data Pipelines, AWS Data Pipeline Service, PL/SQL, SQL Server Reporting Services (SSRS), SQL Server Integration Services (SSIS), NoSQL, IBM Db2, Amazon S3 (AWS S3), Amazon DynamoDB, Neo4j
Paradigms
Business Intelligence (BI), ETL
Platforms
Amazon Web Services (AWS), Oracle Database, AWS Lambda
Frameworks
.NET, Spark
Other
Big Data, Data Analytics, Analytics, Data Analysis, Data Science, Machine Learning, Certified Scrum Product Owner (CSPO), Visualization, Oracle Forms & Reports, Data Mining, Google BigQuery, Amazon Kinesis, Data Engineering, Deep Learning
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