Looking for a job

Raman User

@ramanuser5

Message

Data Analyst with Gunnebo India Pvt Ltd; developed an LLM agent for evidence-based data analysis.

Germany

Message

What I'm looking for

I’m interested in researching and implementing reliable, domain-specific chatbot systems that improve access to complex technical documentation. I want to investigate OKF-based knowledge representation, evaluate chatbot accuracy and response time, and develop data-driven approaches to reliable AI systems for aerospace applications.

At Gunnebo India Pvt Ltd, I analyzed 50K+ records using SQL and data-transformation workflows to support business and operational decisions. I also cleaned and validated datasets, identified data-quality issues, and streamlined recurring processing activities.

On my independent AI project, I developed a Python-based LLM agent with LangChain that answers business questions using structured data and documentation. I implemented tool calling and retrieval-augmented generation, then tested accuracy and failure cases using Git and automated tests.

Experience

Work history, roles, and key accomplishments

Data Analyst

Gunnebo India Pvt Ltd

Sep 2022 - Sep 2024 (2 years)

Analyzed 50K+ records using SQL and data-transformation workflows to support business and operational decision-making. Streamlined recurring data-processing activities, reducing manual effort by approximately 20%.

SQL data transformation Data Cleaning Data Validation Exploratory Data Analysis Data Quality Reporting

Spatial Data Specialist

HERE Technologies

Oct 2021 - Sep 2022 (11 months)

Analyzed and transformed 100K+ geospatial records to improve the accuracy and consistency of location-based datasets. Conducted quality analysis across 20+ spatial datasets, identifying anomalies and inconsistencies in mapping data.

geospatial data analysis Data Quality Data Validation Data Extraction Data organization Cross Functional Collaboration

Education

Degrees, certifications, and relevant coursework

International School of Management

Master of Science, Artificial Intelligence and Data Science

2024 -

Pursuing a Master of Science in Artificial Intelligence and Data Science, with a thesis on design and CFD analysis of a Formula Student combustion vehicle.