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Robert PredaRP
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Robert Preda

@robertpreda

Senior Software Engineer at AscentCore Technology building LLM workflow automation and hardware recommendations with Python.

Romania
Message

At S.C. AscentCore Technology S.A, I work on backend development with FastAPI and integrate LLMs and VLMs into task automation applications. I contributed to an in-house no-code workflow builder, including its application-aware chatbot and agent-assisted workflow creation.

For a customer-side hardware recommendation service, I used mathematics and a genetic algorithm to rank hardware configurations against users’ LLM workloads and performance needs. My work also includes prompt engineering, LLM guardrails, technical support, feature demos, and incorporating user feedback.

At Everseen Ltd, I researched, fine-tuned, developed, and integrated computer vision solutions for retail security, warehouse protocols, and self-checkout validation. Earlier, as a Security Researcher Intern at S.C. Bitdefender S.R.L., I implemented an Android application classification system using deep convolutional neural networks; I also built an AI agent that classifies incoming Gmail messages and takes actions on a person’s behalf.

Experience

Work history, roles, and key accomplishments

AT
Current

Senior Software Engineer

AscentCore Technology

Oct 2023 - Present (3 years)

Developed backend applications using FastAPI and integrated LLMs/VLMs for task automation in in-house and client-side software. Worked on a no-code workflow builder with an LLM-powered chatbot and agentic workflow builder, and a hardware optimization service using genetic algorithms.

EV

ML Researcher

Everseen

Nov 2019 - May 2023 (3 years 6 months)

Researched, fine-tuned, and integrated state-of-the-art computer vision solutions for retail security, warehouse protocol monitoring, and self-checkout validation. Designed on-edge solutions without cloud dependencies.

Education

Degrees, certifications, and relevant coursework

Polytechnic University of Timisoara logoPT

Polytechnic University of Timisoara

Bachelor's degree, Computer Engineering

2017 - 2021

Pursued a Bachelor's degree in Computer Engineering, covering mathematics, computer science, and electronic engineering.

Tech stack

Software and tools used professionally

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