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Celia BCB
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Celia B

@celiab

I build .NET and SQL business applications, lead delivery teams, and improve production software quality.

Romania
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What I'm looking for

I'm looking to build high-quality software that solves real customer needs, collaborate across teams, support reliable production delivery, and contribute through technical leadership, mentoring, and practical AI evaluation work.

I'm building software at Patria Bank, following work on TrueHR at UCMS by AROBS, where I delivered personnel-management functionality across database, backend, frontend, configuration, and third-party integrations.

Previously at Suvoda, I developed Interactive Response Technology for clinical-trial randomization and drug supply management. I translated requirements into technical designs, managed deployments, supported production issues, and coordinated development work with a focus on quality and on-time delivery.

At Cognizant Softvision, I led distributed teams delivering VAST retail, wholesale, multi-store, ERP, CRM, POS, and WMS products. I introduced Agile practices, coached developers, performed code reviews, and helped reduce reported bugs from 20% to less than 5%.

I've also trained aspiring Python developers at Azimut Vision, helping three cohorts graduate with final grades above 90%. Alongside software engineering, I evaluate AI training data through prompt design, rubric-based reviews, quality assurance, and safety-focused model-output assessment.

Experience

Work history, roles, and key accomplishments

Mercor logoME
Current

LLM Evaluation Expert & AI Data Reviewer [Contract]

Feb 2026 - Present (6 months)

- Contracted via Mercor to support multiple AI training‑data projects across expert and reviewer roles.
- Expert: authored high‑quality prompts/responses, designed evaluation rubrics, and wrote clear solutions/explanations to refine LLM behavior.
- Reviewer: evaluated and labeled model outputs for quality, safety, and policy compliance; applied rubric‑based scoring and performed QA.
- Maintained h

UCMS by AROBS logoUA

Senior Software Engineer

Sep 2024 - Mar 2026 (1 year 6 months)

Project: TrueHR

Develop new functionality (addition/maintenance of menus, pages, page contents - database changes, backend, frontend) and configurations for the personnel management application, based on the current customers' requirements. Integration of 3rd party applications.

Programming Languages/Technologies/Tools:
.NET Framework 4.8; C#, ASP.NET, Node.js, NuGet Packages, Javascript, HTML,

Suvoda logoSU

Senior Software Development Engineer

Nov 2022 - Sep 2024 (1 year 10 months)

Project: Suvoda IRT.

Reponsabilities:
- develop Interactive Response Technology (IRT) for randomization and drug supply management
- review user requirements specifications, they can be implemented in the required timeframe
- assist with the creation of implementation design and technical design documentation
- manage the deployment of the systems into all environments, completing all required do

Azimut Vision logoAV

Python Trainer

Nov 2022 - Sep 2023 (10 months)

My job was to coach and train a group of approximately 15 people of mixed ages, gender, and background (technical or not), with zero or very little knowledge of programming or Python, and grow them up into people that would be able to successfully apply and be hired on a Junior Developer role. I was having 6 months for this, with 2 training sessions per week, 2.5 hours each. At the end of this cou

Cognizant Softvision logoCS

Development Team Lead

Jan 2021 - Feb 2022 (1 year 1 month)

MVC Application with Web API, Entity Framework, Automapper, Dependency Injection, Angular, Javascript and SQL Server.
Projects: VAST Retail, VAST Multi-Store, VAST Wholesale

Achievements:
• Optimized team's efforts by playing an active role during the retrospective meeting, proposing action items accordingly, suggesting new approaches
• Increased team members’ communication skills by working toge

Cognizant Softvision logoCS

Senior Software Development Engineer

Jul 2013 - Dec 2020 (7 years 5 months)

Windows Desktop ERP and CRM Applications. POS System.
Projects: VAST Retail, VAST Multi-Store, VAST Wholesale, WMS, Autopart, VAST Online.

Achievements:
• Gained the client’s trust by building a long term relationship over several years: offering appropriate solutions to problems, finding and fixing gaps, suggesting other approaches
• Increased team members’ communication skills by working togeth

Cognizant Softvision logoCS

Software Developer

Oct 2005 - Jul 2013 (7 years 9 months)

Windows Desktop ERP and CRM Applications. Pocket PC. POS System.
Projects: VAST Retail, VAST Multi-Store, VAST Pocket PC.

Achievements:
• Strongly reduced the percent of the reported bugs (from 20% to less than 5%) by increasing the work quality and updating the development process
• Kept the high quality by setting a set of rules and work flow that each team member must follow; for example: 2 de

Cognizant Softvision logoCS

QA Engineer

Jun 2005 - Oct 2005 (4 months)

• Performed manual and functional testing
• Performed UI testing (Look&Feel and Functional)
• Create required Testing documents (Test Cases, Test Reports, Bug Reports)
• Design test cases according to the functional specifications
• Report and track issues found during testing activities
• Defect Reporting, Analyzing, Tracking and Report Generation using JIRA.

Projects

• Data Backup Windows and

Education

Degrees, certifications, and relevant coursework

BU

Babes-Bolyai University

Bachelor of Computer Science, Computer Science

2002 - 2006

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