Ashutosh Bansal
CSE'27 Manipal Institute Of Technology
Bengaluru
1+ year of work experience
May 20263 moAug 2026
Gurugram
Architected an end-to-end NRI bank statement extraction pipeline using MarkItDown and Gemma 4B, handling
complete document parsing, structured field extraction, and output generation for a previously unsupported user segment
– Improved extraction accuracy by 8–10% on bank statement and ITR pipelines by rebuilding the extraction system; optimized
LLM prompts across 5 KYC document types
– Leading CVL KYC infrastructure revamp – updating core system architecture to comply with new regulatory requirements,
integrating updated CVL APIs and rebuilding affected verification flows end-to-end
– Improved OCR pipeline accuracy by 8% via image preprocessing (noise reduction, contrast normalization, skew correction);
evaluated HyperVerge and 3+ platforms on accuracy, latency, and reliability to inform platform selection
Mar 20259 moDec 2025
Bengaluru
Apr 20241 yr 2 mosMay 2025
Ashutosh’s AI Stack
Education
Bachelor of Technology - BTech, Computer Science
Manipal institute of technology
20234 yrs2027
K. L. International School
201211 yrs2023
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