Shivendra Singh
@shivendrasingh2
Business Analyst specializing in AI systems evaluation and data-driven performance improvement.
IndiaWhat I'm looking for
I evaluate AI systems end-to-end, analyzing 1000+ AI-generated outputs to uncover performance gaps, logical inconsistencies, and quality deviations. I use structured evaluation approaches to identify recurring failure patterns and translate them into actionable, data-backed insights.
Before that, I built sustainability analytics by analyzing 500+ research papers on biomass utilization in steel production and using Python to analyze 10+ years of data (2010 onwards). I also performed global analysis of 15+ companies and regions to support net-zero emission pathways.
I complement analysis with practical decision support—designing 20+ structured test scenarios, building evaluation frameworks for system reliability, and creating an interactive Excel dashboard for 1000+ sales records. I enjoy roles where rigorous testing, clear metrics (KPI tracking), and effective visualization turn data into measurable impact.
Experience
Work history, roles, and key accomplishments
◦ Designed 20+ structured test scenarios and applied evaluation frameworks to assess system reliability,
enhancing output consistency across multiple use cases
◦ Identified high-frequency error patterns through data analysis and delivered actionable, data-backed
insights, contributing to measurable improvements in system performance
Data Analyst Intern
Tata Steel
Jun 2024 - Jul 2024 (1 month)
Built a structured dataset by analyzing 500+ research papers on biomass utilization in steel production to enable large-scale trend analysis. Used Python to analyze 10+ years of data and produced global insights from 15+ companies and regions to support sustainable steel production strategies.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology Patna
Bachelor of Technology, Metallurgical and Materials Engineering
2021 - 2025
Grade: CPI: 7.51
Pursued a BTech in Metallurgical and Materials Engineering at IIT Patna from July 2021 to May 2025.
Availability
Location
IndiaAuthorized to work in
Salary expectations
Job categories
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