Mannheim, Germany
Business Informatics · LLM & AI Engineering
I'm an M.Sc. Business Informatics student at the University of Mannheim, focused on building practical applications with large language models — retrieval-augmented generation, tool-calling agents, and the software engineering that makes them reliable.
Projects from my studies and my own learning.
M.Sc. team project · University of Mannheim
In progressAn agent-based system that matches oncology patients to clinical trials. Our team is extending an existing LLM agent that uses tool calling to search and reason over trial criteria.
Systematic literature review · Green Software Engineering
A systematic review of techniques for reducing the energy cost of large language models, presented as part of the Green Software Engineering course in June 2026.
Personal project
A chat interface for running language models locally, built end to end to understand how the request flow, streaming and frontend fit together.
Personal project
A web app for tracking personal loans and repayments, with a lightweight backend and no frontend framework.
Data Mining group project · University of Mannheim
A group project predicting income brackets from the UCI Adult census dataset, covering preprocessing, model comparison and evaluation.
Personal project
PlannedA chatbot that answers questions about life in Mannheim, grounded in local sources using retrieval-augmented generation.
Before moving to Germany I spent over a decade coordinating projects, events and communication between companies, government bodies and international partners in Nepal. That experience shapes how I build: start from what people actually need, and keep everyone aligned along the way.
Advanced Software Engineering, Data Mining, Enterprise Systems, Corporate Knowledge Management, Marketing Analytics
Software Engineering, Advanced Programming Techniques, Management Information Systems
Produced presentations, briefings and market research reports; coordinated bilateral trade events and workshops.
Coordinated timelines and communication across international vendors, regulators and internal teams; prepared status reporting for senior stakeholders.
Organised trade fairs, AGMs and B2B events end to end; liaised with government departments and international delegations; maintained membership databases.
I'm open to internships, working-student roles and conversations about LLM applications.