Suman Addanke
Founder & Architect, QUAD Framework | Universal Agentic OS
20+ years driving deep-tech enterprise infrastructure. Currently architecting SUMA: an Edge-Native, Intent-Gated Universal Agentic OS for Enterprise with Local BYOK encryption.
About Me
Professional Summary
Architect and Founder defining the future of Enterprise AI Infrastructure. With over 20 years leading deep-tech transformations in investment banking and wealth management, I am currently building the QUAD Framework and SUMA Cognitive Engine.
I am obsessed with solving the structural limitations of modern AI. Instead of relying on vulnerable, flat-vector data stores, I engineer edge-native, geometrically isolated graph networks that bring autonomous execution safely into the Enterprise.
Key Highlights
- ✓Led 50+ global team members across US, UK, and India
- ✓Delivered $200M+ cost savings through automation
- ✓Cloud architecture expert (GCP, AWS)
- ✓Creator of QUAD methodology for AI-native development
- ✓Founder of NutriNine health-tech platform
Professional Experience
MassMutual
Technology Head - Wealth Management
- • Leading technology strategy for wealth management division
- • Driving AI adoption and digital transformation initiatives
- • Building next-generation platforms for financial advisors
Deutsche Bank
Vice President - Technology
- • Led FX Prime Brokerage technology transformation
- • Managed 50+ engineers across US, UK, and India
- • Delivered regulatory compliance solutions (MiFID II, Dodd-Frank)
- • Architected cloud-native trading platforms on GCP
- • Achieved $200M+ cost savings through automation
Earlier Career
Senior Engineer & Tech Lead
- • Built enterprise applications for financial services
- • Led agile development teams
- • Specialized in Java/J2EE platform development
Products & Innovations
Building the future of AI-native software development and family health management
QUAD / SUMA OS
Universal Agentic Operating System for Enterprise Development.
- •Intent-Gated Hybrid Routing: $0 Inference costs via local Ollama/Gemma2, falling back to Cloud only when necessary.
- •Dirichlet Graph Memory: Edge-native retrieval using K-WIL Harmonic Centrality over standard PostgreSQL.
- •Enterprise Security: Local BYOK (Bring Your Own Key) AES-GCM encryption.
NutriNine
All-in-one family health organizing app with a 9-remedy system. Analyzes health reports, tracks medications, creates personalized wellness plans.
- • AI-powered health report analysis
- • 9 remedies: Food, Juicing, Supplements, Exercise, Rest, Meditation
- • Family member profiles with personalized recommendations
- • iOS, Android, and Web platforms
Technical Expertise
Languages & Frameworks
Cloud & Infrastructure
AI & Data
Certifications
Professional Cloud Architect
Certified Scrum Master
Education
Bachelor of Computer Applications
JNTU (Jawaharlal Nehru Technological University)
Hyderabad, India
Let's Connect
Interested in collaboration, consulting, or just want to chat about technology and innovation?