CONTACT
Sumbul Ali
Transforming complex systems into scalable solutions. 17+ years of technical leadership across top-tier companies.
I turn underperforming legacy systems into AI-driven engines of efficiency—reducing manual effort by 60%, boosting uptime to 99%, and unlocking insights that transform how teams work.
From broken processes to boardroom dashboards—I've transformed messy systems into scalable platforms across global teams.
Recent Achievements
Led cloud migration reducing infrastructure costs by 30% at NBCUniversal
Built RAG-based NLP search reducing document search time from hours to seconds
Implemented private LLM chatbots with 99.9% uptime for Fortune 500 client
Architected serverless AWS solution processing 1M+ daily transactions
Managed $2.3M budget delivering 15 critical projects on time and under budget
Reduced manual ticketing processes by 60% through AI automation
CORE IMPACT AREAS
AI/GenAI Implementation & LLM Systems
Built RAG-based NLP search tools using vector databases, cutting document search time from hours to seconds. Implemented private LLM-powered chatbots with Pinecone vector DB for high-performance semantic search.
Enterprise Cloud Architecture & Migration
Led cloud migrations reducing infrastructure costs by 30%. Architected serverless applications using EC2, Lambda, Athena, and Glue. Managed enterprise-scale AWS deployments.
Data Pipeline Optimization & Analytics
Automated data pipelines cutting manual processing by 60%. Built enterprise dashboards in Tableau, Google Looker, and ThoughtSpot. Optimized SQL queries improving performance by 40%.
Critical Systems Modernization
Led mission-critical system migrations for NBCUniversal (HVAC, mail digitization, facilities management). Managed vendor relationships and zero-downtime upgrades.
Security & Compliance Implementation
Implemented comprehensive security frameworks ensuring GDPR/CCPA compliance. Designed OAuth 2.0 and SAML authentication systems. Managed privacy reviews and data governance initiatives.
Cross-Functional Team Leadership
Directed teams of 15+ engineers and 5+ QA specialists across multiple enterprise applications. Delivered 99% of projects on time while managing multi-million dollar budgets and vendor relationships.
CURRENT FOCUS
Independent Technical Leader | AI Innovator | Strategic Builder
Explore my journey...