About / A little context
I'm Rohan.
I care about building useful things.
Early-career applied AI and data professional based in Germany. I like the intersection of intelligent systems, problem solving, and understandable products.
Based in Magdeburg, Germany
Open to opportunities across Germany
01 / What I do
Research minded.
Outcome driven.
My work spans prompt and context engineering, LLM evaluation, AI agents, predictive modelling, and business-oriented analytics. I enjoy connecting the engineering details to a question that matters: does this actually help someone make a better decision?
Most recently, I designed and evaluated single-agent and multi-agent LLM workflows for financial numerical reasoning, combining specialized reasoning, verification, and coordination patterns.
02 / Background
Where I've learned.
M.Sc. Data Science, Artificial Intelligence & Digital Business
GISMA University of Applied Sciences · Potsdam, Germany
Master's thesis and viva completed in 2026.
B.E. Computer Science & Engineering
Malnad College of Engineering · Hassan, India
AI & Machine Learning Intern
Technologics · Bengaluru, India
Exposure to practical machine learning development workflows.
03 / Toolbox
Things I work with.
AI / LLMs
Prompt engineering, context engineering, RAG, MCP, multi-agent systems, LLM evaluation, OpenAI API, Claude API, Qwen3, OpenRouter.
Engineering / ML
Python, FastAPI, REST APIs, scikit-learn, Gradient Boosting, Random Forest, SHAP, Git, GitHub, Streamlit.
Data / BI
SQL, Pandas, NumPy, Power BI, Tableau, Excel, data visualization and model evaluation.
04 / Beyond projects
Continuous learning.
Google Data Analytics Professional Certificate · Ethical Management and Decision Making · People Management Skills.
Languages: English (fluent) · German (A2).