Kshitij Singh

About Kshitij Singh

AI Research Leader with 10+ years applying ML/AI to complex financial problems. Expertise in quantitative modeling and LLMs, and their application to risk and finance. Track record of leading end-to-end AI projects from research to production deployment. Strong foundation in stochastic calculus, optimization, and financial mathematics. Passionate about leveraging AI to solve hard, real-world problems in finance.Masters in Management Grande Ecole focused in Finance from ESCP Europe, Paris and a Dual Degree BTech-MTech from IIT Kanpur.

Experience

1. VP - Data Intelligence Group - Wealth Management

   JPMorganChase

   Jan 2023 — Present · Mumbai, IN

   Led end-to-end development of Data Intelligence Group from inception: defined research agenda, recruited 5-member team, established ML experimentation framework, deployed 3 production AI systems serving wealth advisorsArchitected and deployed RAG-based agentic AI framework using LangGraph and vector databases (MogoDB) for fund performance analysis, reducing analyst review time by 80% across $2T+ in managed assetsDeveloped custom fine-tuned LLM pipeline for automated investment commentary generation, achieving 85% human-expert agreement score on technical accuracyBuilt causal inference models (DoWhy, EconML) for client deposit behavior analysis, identifying treatment eects for targeted $2B deposit campaign optimization; extended to client-product scoring model for all products based on multi-label classification XGBoost modelSetup and support 5-member quant review team for oversight of 3rd party funds, internal products & insurance carriers; leverage advanced analytics/ML for streamlining governance reviews & enhance logic achieving 50% reduction in timeDesignated AIML Champion to improve uptake of ML techniques through showcasesAs Innovation and TechPillar Lead, spearhead firm-wide automation projectsSelected among 50 high-performers to undergo accelerated growth training

Education

• Wisconsin School of Business

  Exchange student, Business

  2013 — 2013

• ESCP Business School

  Masters in Management Grande Ecole, Finance

  2011 — 2013

• Indian Institute of Technology, Kanpur

  BTech-MTech Dual Degree, Civil Engineering & Geoinformatics

  2006 — 2011

• St Johns High School

  High School Certificate, Comprehensive

  1995 — 2004

Skills

• Powerpoint
• Microsoft Excel
• Machine Learning
• Strategy
• Sql
• Business Development
• Financial Modeling
• Vba
• Analysis
• Research
• Javascript
• Product Management
• C++
• Business Analysis
• Leadership
• Corporate Finance
• Sas
• Start-Ups
• C
• Programming
• Fixed Income
• Marketing
• Microsoft Office
• Algorithms
• Valuation
• Statistics
• Finance
• Entrepreneurship
• Market Research
• Banking
• Spss
• Risk Management
• Team Management
• Mysql
• Bloomberg
• Microsoft Word
• Management
• Matlab
• Investments
• Xml