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Silviu Nicola

@silviunicola

AI Agentics & Software Engineer at Randstad Digital Romania who developed ReqWay, turning system documentation into executable Pytest cases.

Romania
Message

At Randstad Digital Romania, I developed ReqWay v2.0, a Python-based multi-agent framework that converts system documentation into executable Pytest cases. I also created a dual-layer knowledge base and validation engine to streamline the testing lifecycle.

At Randstad Digital Romania, I developed Python scripts and Robot Framework test suites, and integrated API testing workflows into GitLab CI/CD. I also automated system maintenance with Python and Bash in Linux environments.

Earlier, at Continental Automotive Systems, I implemented a Python GUI tool to collect and analyze system behavior data. My other work includes software validation with Matlab Simulink and ControlDesk, and projects involving Android, ESP32, Arduino, and Raspberry Pi.

Experience

Work history, roles, and key accomplishments

RR
Current

AI Agentics & Software Engineer

Randstad Digital Romania

Jul 2026 - Present (3 months)

Architected and developed ReqWay v2.0, an intelligent multi-agent framework using LangGraph and Python to convert system documentation into executable Pytest cases. Engineered a dual-layer knowledge base and automated environment generation with AST parsing for dependency discovery.

RR

Automation & Python Developer

Randstad Digital Romania

Jan 2025 - Jul 2026 (1 year 6 months)

Developed custom Python scripts and Robot Framework test suites to validate complex software behavior and eliminate manual overhead. Designed stress-testing scenarios and enforced coding best practices within an Agile team.

RR

Automation Developer & System Integrator

Randstad Digital Romania

Jun 2022 - Dec 2024 (2 years 6 months)

Built and maintained RESTful API test integration flows and validation scenarios for device connectivity and system reliability. Integrated automated pipeline workflows into GitLab CI/CD for continuous testing and rapid deployment.

CS

ADAS System Engineer & Vehicle Test Engineer

Continental Automotive Systems

May 2021 - Jun 2022 (1 year 1 month)

Implemented an advanced passenger monitoring tool with a Python GUI to collect and analyze system behavioral data. Analyzed customer requirements, defined system architecture, and verified device connectivity and performance.

RR

Software Integration & Validation Specialist

Renault Technologie Roumanie

Feb 2019 - May 2021 (2 years 3 months)

Realized interface specifications in Matlab Simulink and created software models for validation projects. Developed automatic tests using ControlDesk and signal stimuli creation, and utilized ETAS INCA for calibration and diagnostics.

CA

Hardware Validation Engineer

Continental Automotive

Jul 2017 - Feb 2019 (1 year 7 months)

Performed technical ECU design verification, short circuit protection testing, and CAN bus examination. Validated microcontroller core power supply signals and track resistance for hardware reliability.

Education

Degrees, certifications, and relevant coursework

Politehnica University Timisoara logoPT

Politehnica University Timisoara

Bachelor's Degree in Engineering, Electrical Engineering

2014 - 2018

Bachelor's Degree in Engineering with a focus on Electrical Engineering.

UR

Ultimate Rust

Ultimate Rust (Intermediate), Rust

Intermediate certification in Rust programming.

AB

AI Automation And Agentic AI Bootcamp

AI Automation And Agentic AI Bootcamp with n8n, AI Automation

Bootcamp covering AI automation and agentic AI with n8n.

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