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Mohanbabu K R

@mohanbabukr

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AI Engineer building an LLM quality engineering assistant with FastAPI and semantic similarity.

India

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What I'm looking for

I'm seeking to apply my LLM, NLP, and backend API skills to production AI systems.

I built the Intelligent Quality Engineering Assistant, an LLM-based system for requirement analysis, risk identification, and test-case generation. It uses structured prompt templates and Sentence Transformers embeddings to assess requirement coverage across test scenarios.

For the assistant, I designed a modular FastAPI backend and developed an ML-based risk assessment engine. The system reduced manual QA effort by 60% and achieved 92% accuracy in evaluating requirement coverage.

As a Data Analyst Intern at Infotact Solutions, I built predictive models and automated ETL and data preprocessing workflows using Python and SQL. I also built a URL-based phishing detection classifier and analyzed student activity records for the StayManager platform.

Experience

Work history, roles, and key accomplishments

Data Science Intern

Upturn Technologies

Dec 2025 - Apr 2026 (4 months)

Developed LLM- and NLP-based tools in Python for requirement analysis and automated test generation in quality engineering workflows. Built machine learning solutions supporting test automation workflows.

Python LLM NLP Machine Learning Testing Automation

Data Analyst Intern

Infotact Solutions

Jun 2025 - Dec 2025 (6 months)

Built predictive models and performed data analysis to support business intelligence initiatives. Automated ETL pipelines and data preprocessing workflows using Python and SQL.

Python SQL ETL data preprocessing predictive modeling