Edina Balázs

• Implemented a BERT-based language model for predicting protein-protein interactions (PPI)
• Used strong analytical and problem-solving skills to develop effective solutions for challenging situations.
• Devised and deployed DLLMs, CNN and MLP applications to improve bioinformatics research and real-world big data usage.
• Identified issues, analyzed information and provided solutions to several biology rooted problems.

• Complex biostimulant palette in regenerative agriculture supported by data collection from IOT sensors and implementing an AI data processing system.
• Managed installation, upgrade and deployment projects and provided on-site direction for network engineers, agricultural engineers and other scientist.
• Gained strong leadership skills by managing projects from start to finish.
• Proved successful working within tight deadlines and a fast-paced environment.

LIMS (Laboratory Information Management System)

GINOP-2.3.4-15-2020-00010

• Played a pivotal role in the EU-R&D project 'LIMS,' designing for NGS sample management for Szentágothai Research Center, where its in currently in use of from design to delivery in Agile methods. Seen the whole life cycle of the project design, implementation, testing, fixing
• Defined the software's basic structure and developed Raw NGS Data analysis scripts closely with the researchers to be executed on a High-Performance Computing (HPC) environment.
• Improved systems with addition of new features and infrastructure based on blockchain.
• Collected, defined and analyzed business requirements based on EU legal requirements on healthcare sensitive data.
• Monitored employee tasks to gauge business functions and inefficiencies. Presented business leaders with ROI estimations to drive project planning.
• Coordinated data migration and consolidation efforts from earlier prototype of the research center to our MVP.
• Preparation of project documentation and user manuals for the handover of the system and the closing of the project.
• Project available: https://projektek.pte.hu/hu/hazai/erfa/ginop-234-15-2020-00010

DREMS of LIMS

K_F-2019-111-Piaci-KFI-2019-00308

• A Bioinformatics Pipeline Builder platform, which is a sub module of LIMS.
• Enhanced interfaces to promote better functionality for users, since the platform was designed to be a widely customizable.
• Identified needed business improvements and determined appropriate systems required to implement solutions.
• Project available: https://www.4ig.hu/it/orvosdiagnosztikai-projekt

JIRA customization for internal use

• Integrating the JIRA interfaces that can be filtered at the appropriate branch level and at the project level, creating reports for management, with the already existing invoicing and reporting interfaces for internal use.

SFADN (SmartFADN)

• Project based on the requirements of EU and KAP, AKI ( AgrárKözgazdasági Intézet ) served as the customer, close work with our subcontractor Softic.
• The SAFDN system is connected to the future digital agricultural advisory framework (DNAK), to ensure the automatic, time-continuous transfer of quality-assured (correct to reality) producer data.
• Created and maintained standard operating procedures governing system functions and features, based on the prototype FADN.
• Closely working with the testing colleagues to helped deploy system enhancements to improve field operations.
• Assessed business requirements with AKI to create focused solutions on the moduls of Plant typology, Selection plan (Üzem tipológia, Kiválasztási terv).
• Trained business personnel in use of systems. Created a user manual and training documentation on the named sub modules.
• Project available: https://www.aki.gov.hu/tesztuzemi-informacios-rendszer/

• Contributed to a Plant Genetics research group, focusing on RNA plasmid creation and drought-resistant genetic markers in corn DNA