sarfaraz.ai
Mohammed Sarfaraz
Senior Manager, Data Engineering @ Salesforce
Engineering leader building Data Platforms, Data Products, Customer Data Systems, Knowledge Graphs, and AI Foundations that power customer intelligence, activation, and business decision-making at scale.
16+
Years Experience
30+
Engineers & Contractors Led
Salesforce
Senior Manager
Banking
Financial Services Background
Core Focus Areas
Data Platforms & Data Products
Building trusted data foundations, canonical datasets, customer intelligence systems, and activation platforms used across Sales, Marketing, Data Science, and Product teams.
Knowledge Graphs & AI Foundations
Exploring graph-based representations, semantic relationships, retrieval systems, semantic routing, and AI assistant patterns that make professional knowledge more discoverable.
Customer Data & Activation
Leading systems that unify customer signals, enrich profiles, and power real-time activation, segmentation, and decisioning workflows.
Engineering Leadership
Managing engineering teams, hiring, mentoring, delivery execution, production reliability, architecture reviews, and cross-functional stakeholder alignment.
Coming Soon
Ask Sarfaraz
An AI-powered career assistant that will answer questions about my projects, leadership experience, banking background, data platform work, knowledge graph experience, and AI foundation initiatives.
Career Intelligence Platform
I am building sarfaraz.ai as a personal learning project to explore Retrieval Augmented Generation (RAG), Knowledge Graphs, Semantic Search, Semantic Routing, Vector Search, and AI Agents through a dynamic representation of my professional journey.
The vision is to move beyond a static resume and create an interactive system where people can explore my experience across companies, roles, teams, projects, technologies, business domains, leadership responsibilities, and key achievements.
Selected Experience
Salesforce
Senior Manager, Data Engineering
Leading customer data, activation, data acquisition, enrichment, and AI foundation initiatives.
Salesforce
Lead / Senior Data Engineer
Built Data Cloud, ML feature store, customer data platform, lead routing, and activation systems.
Infosys
Technology Analyst / Systems Engineer
Delivered banking and financial services data platforms, ODS implementations, and core banking migrations.