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Rosela BerberiRB
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Rosela Berberi

@roselaberberi

Software Engineer at HERE Technologies building Geo-Finder microservices and an AI incident response agent that analyzes logs and metrics.

Germany
Message

At HERE Technologies, I design and maintain Java and Spring Boot microservices in the Geo-Finder ecosystem, supporting location and navigation features. I also developed an AI incident response agent that analyzes logs and metrics, connects anomalies with recent deploys, and suggests remediation steps using runbooks retrieved through RAG.

Previously, at SHFA AI, I built and deployed conversational AI agents and LLM chatbots, and automated document-processing workflows with n8n and Python. At Team System Tirana, I built a real-time internal platform for employee locations and inter-office meeting schedules.

My projects include GeoPulse AI, a multi-agent supply-chain intelligence pipeline, and a reproducible time-series forecasting evaluation that achieved 12.4% WAPE on held-out data. I’m completing an M.Sc. in AI / ML Engineering at TU Darmstadt.

Experience

Work history, roles, and key accomplishments

HERE Technologies logoHT
Current

Software Engineer (Backend and AI Systems)

Jan 2026 - Present (9 months)

Design, build and maintain high-availability Java / Spring Boot microservices in the Geo-Finder ecosystem, powering location and navigation features used by millions of users worldwide. Developed an AI Incident Response Agent that ingests live logs and metrics, clusters anomalies, and proposes ranked remediation steps to cut time-to-recovery for on-call engineers.

SA

Software Engineer (AI Systems)

SHFA AI

Jan 2025 - Jan 2026 (1 year)

Built and deployed production conversational AI agents and LLM chatbots in Python, improving answer accuracy with Chain-of-Thought and Self-Consistency prompting. Automated document-processing workflows with n8n and custom Python pipelines, and designed PostgreSQL schemas and REST APIs for fast data retrieval.

TT

Web Developer

Team System Tirana

Oct 2024 - Dec 2024 (2 months)

Built a real-time internal platform using React, Node.js, and GraphQL that tracks employee locations and schedules inter-office meetings. Delivered a production-ready product within a 2-month intensive programme.

Education

Degrees, certifications, and relevant coursework

TD

TU Darmstadt

Master of Science, AI/ML Engineering

2025 -

Pursuing an M.Sc. in AI/ML Engineering with coursework in Large Language Models, Deep Learning, and Reinforcement Learning. Expected graduation in July 2027.

EU

Epoka University

Bachelor of Science, Software Engineering

2022 - 2025

Completed a B.Sc. in Software Engineering with coursework in Algorithms, Machine Learning, and Database Systems.

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