Aummul Baneen Manasawala

Operations Associate

San Francisco, California, United States8 yrs 1 mo experience
AI EnabledAI ML Practitioner

Key Highlights

  • Achieved $1B+ savings through AI-driven strategies.
  • Led planning for 300+ data centers globally.
  • Improved operational efficiency with advanced analytics.
Stackforce AI infers this person is a Supply Chain and Infrastructure Optimization expert with a focus on advanced analytics.

Contact

Skills

Core Skills

Infrastructure PlanningSupply Chain OptimizationDemand ForecastingOperations Management

Other Skills

Program ManagementStatisticsData Center InfrastructureInventory PlanningKey Performance IndicatorsCross-functional Team LeadershipCapacity PlanningExecutive-level CommunicationCommunicationPresentationsMarket AnalysisInterpersonal SkillsChange CommunicationsSupply PlanningMicrosoft Excel

About

Expertise in infrastructure planning and operational excellence. Combining IEOR education from Berkeley with practical experience in: - Infrastructure & capacity planning for 300+ data centers - ML/AI implementation for demand forecasting - Supply chain optimization driving $700M+ in savings - Strategic planning & cross-functional team leadership - Data-driven decision making & executive communication Passionate about leveraging advanced analytics and optimization techniques to solve complex supply chain challenges. Track record of improving operational efficiency through innovative solutions.

Experience

8 yrs 1 mo
Total Experience
1 yr 3 mos
Average Tenure
5 mos
Current Experience

Amazon web services (aws)

Senior S&OP Planner, Infrastructure Capacity

Jan 2026Present · 5 mos · On-site

Meta

Infrastructure Data Center Strategic Planning

Oct 2024Jan 2026 · 1 yr 3 mos

  • Forecasted data center space and power needs for racks, network, cooling and designed comprehensive scenario planning framework that enabled executives to optimize data center investments through strategic energy contract negotiations and sprung structure deployment decisions.
  • Architected 2-year rack touch workforce planning model– stitching growth, migration, and retrofit data, identifying manpower bottlenecks and enabling optimized proactive resource allocation across global operations.
  • Infrastructure optimization initiative resulting in $1B+ operational savings through data driven gen AI rack redeployment strategy
  • Developed comprehensive power stranding risk models for tent and cable data centers, identifying 5-68MW potential stranding per region and creating mitigation strategies to prevent stranded capacity costs.
Program ManagementDemand ForecastingStatisticsData Center InfrastructureInfrastructure PlanningSupply Chain Optimization

Cloudflare

Infrastructure Planning Engineer

Jan 2022Nov 2023 · 1 yr 10 mos · San Francisco Bay Area

  • Owned demand and supply planning for compute, space and power of 330+ global data centers.
  • Led automation of compute planning reducing runtime from days to minutes and enabling scenario planning.
  • Enhanced forecasting accuracy through ML implementation of signals like sales pipeline, churn signals, macroeconomic factors etc.
  • Managed infrastructure budget planning and optimization
Inventory PlanningKey Performance IndicatorsProgram ManagementCross-functional Team LeadershipDemand ForecastingStatistics+11

Maxim integrated

Operations Analyst, Supply Chain

Aug 2019Oct 2021 · 2 yrs 2 mos · San Francisco Bay Area · On-site

  • Owned delivery performance KPIs of Maxim's Supply Chain
  • Reduced inventory costs $24M through simulation modeling
  • Improved delivery prediction accuracy 10% using DoE
  • Achieved $1M transit cost savings through route optimization
  • Enhanced on-time delivery from 60% to 80% using ML model
Inventory PlanningKey Performance IndicatorsProgram ManagementCross-functional Team LeadershipDemand ForecastingStatistics+6

Ucsf medical center

Operations Research Consultant

Aug 2018Dec 2018 · 4 mos · San Francisco · On-site

  • Reduced the turnaround time of cancer genomic test to guide treatment therapies(UCSF500) from 23 to 14 days.
  • Created and compared the optimistic and average case Gantt chart to identify the potential areas for improvements.
 Studied the distribution of all processes' time to shorten the tails by addressing the uncertainties in the respective operations. Minimized the mean time by suggesting parallel processes and automations.
Program ManagementStatisticsCommunicationPresentationsSupply Chain OptimizationInterpersonal Skills+1

University of california, berkeley

Graduate Student Instructor

Aug 2017May 2019 · 1 yr 9 mos · San Francisco Bay Area · On-site

  • Logistic Network Design & Supply Chain Management (INDENG 153), Prof Susan Cholette
  • Optimization Analytics (INDENG 240), Prof Ilan Adler
  • Risk Modeling, Simulations and Data Analysis (INDENG 241), Prof Xin Guo
  • Computational Models of Cognition (Cog Sci 131), Prof Steve Piantadosi
  • Lectured and arbitrated discussion sections, held office hours to assist 300+ students in the course, developed evaluation guidelines, facilitated case studies and reviewed projects.
Demand ForecastingStatisticsSupply Chain OptimizationInterpersonal Skills

Thecoderschool

Code Coach

Nov 2016Jul 2017 · 8 mos · Palo Alto · On-site

  • Taught the fundamental coding skills and algorithms to students one-on-one.
  • Programming language used: Python, Scratch.
CommunicationInterpersonal Skills

Ve commercial vehicles ltd.

Graduate Engineering Trainee

Jun 2015Nov 2015 · 5 mos · Volvo Eicher Power Train (VEPT) plant, India · On-site

  • Developed Management Information System(MIS) dashboard that drove business decisions across different lines of business and teams within operations.
  • Optimized the resource allocation of the plant which was in the Expansion Phase-2 from 50,000 units per annum to 75,000 units per annum by reducing the machine to man ratio by 16% and the floor space utilization by 44%.
Key Performance IndicatorsProgram ManagementStatisticsCommunicationPresentationsSupply Chain Optimization+2

Mahindra rise

Intern

May 2014Aug 2014 · 3 mos · Indore Area, India

  • Performed As-Is Analysis and carried out the Process Mapping of the production line.
  • Reduced the Mahindra E-06 engine's component rejection by 20% by applying Root Cause Analysis to identify the source of leakage in the cylinder head of the engine. Implemented and standardized the corrective measures.
CommunicationChange Communications

Education

University of California, Berkeley

Master of Science - MS — Industrial Engineering and Operations Research

Jan 2017Jan 2018

Shri G S Institute of Technology & Science

Bachelor of Engineering (B.E.) — Mechanical Engineering

Jan 2011Jan 2016

St. Raphael's Higher Secondary School

Mathematics

Jan 1999Jan 2011

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