Supratim Deb
SF Bay Area,CA
Summary
Staff Engineer and Technical Lead specializing in scalable AI infrastructure, distributed systems, and ML platforms. Expert in building AI-native systems that improve reliability, efficiency, and developer productivity through LLM-powered workflows and automation.
Overview
23
23
years of professional experience
Work History
Staff Engineer & Tech Lead
Meta
01.2018 - Current
- Architected the foundational platform for the monetization ecosystem, driving training efficiency, reliability, and end-to-end model lifecycle management.
- Led adoption of AI agents and LLM workflows for incident automation
- Built real-time anomaly detection reducing MTTR significantly
- Designed GPU workload placement saving multi-million costs
- Led data anonymization initiatives for privacy compliance.
Principal Inventive Scientist
AT&T; Labs
01.2015 - 01.2018
- Led ML pipelines for network fault prediction and risk analysis
- Built event mining and clustering systems for logs and time-series
Distinguished Member Technical Staff
Bell Labs
01.2005 - 01.2015
- Led big-data analytics for LTE networks improving performance by 35%
- Co-developed intelligent traveler system at 10% legacy cost
- Built early TV white-space multi-radio systems
Postdoctoral Researcher
MIT
01.2003 - 01.2005
- Research in distributed systems, gossip algorithms, network coding.
- Published in IEEE and co-supervised graduate research
Education
Ph.D. - Electrical & Computer Engineering
UIUC | Urbana, IL
M. Eng. - ECE
IISc | Bangalore, INDIA
B.E. - Electrical & Electronics
BITS Pilani | INDIA
Skills
- Infrastructure: Scalable AI Infra, Monetization Ecosystems, Distributed Systems, GPU Resource Optimization
- AI & ML: LLM-powered Workflows, AI Agents, Unsupervised Learning, ML Pipelines, Statistical Modeling
- Innovation: Proactive Anomaly Detection, Data Anonymization, System Reliability, High-Scale Architecture
EDUCATION & IMPACT
18 Patents | 35+ Publications | 3500+ Citations
Timeline
Staff Engineer & Tech Lead
Meta
01.2018 - Current
Principal Inventive Scientist
AT&T; Labs
01.2015 - 01.2018
Distinguished Member Technical Staff
Bell Labs
01.2005 - 01.2015
Postdoctoral Researcher
MIT
01.2003 - 01.2005
Ph.D. - Electrical & Computer Engineering
UIUC | Urbana, IL
M. Eng. - ECE
IISc | Bangalore, INDIA
B.E. - Electrical & Electronics
BITS Pilani | INDIA