Measurements Agent (Aufmaß)
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
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
AI-driven Video Summarization
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
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
Journalist Agent
Autonomous research agent that surveys a topic across years and returns sourced, structured timelines.
Agents · RAG · Research · Active