Hamit Kamberi

Researcher & Software Engineer · Distributed Systems and Data Science Group (DSG)

Contact:
h.kamberi@seeu.edu.mk
Tetovo, North Macedonia · Open to research collaborations and applied-LLM projects

Distributed Systems & Data Science · DSG

My Research

Hamit Kamberi

My Research

My work centers on applied artificial intelligence and the engineering needed to deploy it reliably: retrieval-augmented generation, autonomous agents, and production backends that serve real users.

Research focus

Retrieval-augmented generation
Local LLMs with FAISS and HuggingFace for context-aware question answering over private document collections.
AI agents & automation
Autonomous workflows with n8n and LLMs that reason, schedule, and summarize—applied to operations and research tasks.
Production AI backends
From OpenAI cost accounting to federated authentication—building secure, multi-tenant systems for institutions and clients.

Projects

Research and EU projects this team member contributes to.

Measurements Agent (Aufmaß)

AI agent for construction and trade companies that interprets contracts and rules to generate accurate measurement (Aufmaß) reports.

Agents · LLM · Automation · Active

AI-driven Video Summarization

Ruby on Rails service using the YouTube Data API and GPT to compress long-form video into structured summaries.

Ruby on Rails · OpenAI · YouTube API · Completed

LLM Email Classifier

Routes organizational email by intent using NLTK, LLaMA, and GPT, with AI summarization for clarity.

LLaMA · GPT · NLP · Python · Completed

Journalist Agent

Autonomous research agent that surveys a topic across years and returns sourced, structured timelines.

Agents · RAG · Research · Active