Hi, I'm
Kumud Chauhan
Senior Data Scientist
- Proven ability to turn vague, ambiguous problems into production-ready solutions.
- Delivered scalable production ML systems from zero-to-one.
- Subject matter expert in AI/ML and the banking domain.
What I Do
GenAI & Agentic AI
LLM evaluation, RAG architectures, AI agent development
ML Systems
Production-grade ML pipelines, from training to real-time serving at scale
NLP & LLMs
Document understanding, information extraction, transformer fine-tuning
Product Analytics
A/B testing, funnel analysis, experimentation, KPI design
Highlights
Patented
Designed a novel ML approach for eReceipt extraction, bypassing traditional OCR pipelines entirely
$M+ Savings
Replaced third-party vendor with in-house AI platform, delivering multimillion-dollar annual operational cost savings
Publications & Patents
- Patent Using ML to Extract Key Information from Digital Receipts HTML Documents, Fetch Rewards
- Paper NEU at WNUT-2020 Task 2: Data Augmentation To Tell BERT That Death Is Not Necessarily Informative, EMNLP 2020
Certifications
- Agentic AI, DeepLearning.AI
- Deep Learning Specialization, DeepLearning.AI
- Statistical Learning, Stanford Online