Jacob Sam

About Jacob Sam

I\'ve been building automation systems long enough to remember when the hard part was getting enterprises to trust a bot with a process. Now the hard part is getting them to trust an AI with a decision.My stack has evolved the same way. What started with C# and UiPath orchestrating enterprise workflows has grown into Python-based agentic pipelines built on LangChain and LangGraph — where the robot doesn\'t just follow steps, it reasons through them. Gen AI slotted into that journey naturally, not as a replacement but as the layer that finally made automation genuinely intelligent.I work across the seam where structured RPA and probabilistic AI meet — financial services, insurance, pharma — industries that don\'t forgive shortcuts. That shapes how I build: reliable orchestration, deterministic guardrails, and systems that hold up when the edge cases hit production at 2am.Currently focused on helping enterprises stop treating automation and AI as separate budgets and start building them as one connected capability.(Written by me. AI assisted. Not apologizing.)

Experience

1. Senior Principal Consultant

   Genpact

   Aug 2025 — Present

Education

• M.G.University

  Bachelor of Technology - BTech, Electrical and Electronics Engineering

  2009 — 2013

• Welingkar Institute of Management

  Master of Business Administration - MBA Distance, Business, Management, Marketing, and Related Support Services