Supply Chain · S&OP · Demand Planning

Supply chain operations.
Measured in results.

3+ years shaping planning systems across FDA/cGMP pharmaceutical environments — from 200+ SKU forecasting to $50M+ executive decisions.

S&OP / SIOP Demand Planning Inventory Optimization Power BI SAP · Oracle Cloud SCM FDA / cGMP APICS CPIM Lean Six Sigma
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PLAN
0+ SKUs Managed Alcon Laboratories
0% Availability Rate Dr. Reddy's Laboratories
0% Excess Inventory Reduced Inventory optimization
$0M+ Decisions Influenced SIOP executive presentations
0% Forecast Accuracy Gain Statistical modeling
0 Product Launches GMP-compliant execution
Ricky
Sathapathi
S&OP · Demand Planning · Supply Chain
📍 Los Angeles · Open to relocation (India)
🎓 MS Manufacturing Systems & Eng. Mgmt — CSUN, 2025 · GPA 3.76
📦 APICS CPIM — Certified in Planning & Inventory Management
⚙️ Lean Six Sigma Green Belt

I build planning systems that hold under pressure — across 200+ SKUs, three FDA/cGMP manufacturing facilities, and $50M+ in procurement decisions. My work sits at the intersection of statistical rigor and operational execution: turning fragmented demand signals into SIOP cycles that procurement, finance, and operations can trust.

At Alcon Laboratories, I improved forecast accuracy by 15%, supported 12 GMP-compliant product launches, and built the Power BI infrastructure that standardized KPI definitions across the organization. At Dr. Reddy's Laboratories, I reduced demand variability by 15%, cut excess inventory by 20%, and sustained 99.2% product availability across three manufacturing sites — while presenting directly to executive leadership.

My edge: I combine data fluency with cross-functional credibility. I can model demand at the SKU level at 9 AM and present SIOP recommendations to C-suite at 3 PM. I'm targeting mid-level supply chain and S&OP roles in FMCG, Pharma, Manufacturing, and Global Operations — where scale, compliance, and precision matter.

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Core Capabilities

Four pillars.
Proven in practice.

01
Demand Planning & Forecasting

Statistical modeling at SKU level — from raw signals to executive-ready outputs. Bias reduction, MAPE analysis, and consensus planning that improves reliability downstream.

Statistical Forecasting MAPE / Bias Consensus Planning SKU Segmentation Predictive Modeling
02
S&OP / SIOP Leadership

End-to-end monthly cycle facilitation — integrating Sales, Procurement, Operations, and Finance. Executive-grade presentations that drive $50M+ procurement and capacity decisions.

Cycle Facilitation Executive Presentations Capacity Integration Cross-functional Alignment
03
Inventory & Supply Optimization

Replenishment policy design, safety stock calibration, and SKU rationalization — engineered to reduce excess while sustaining 99%+ availability across high-SKU portfolios.

Replenishment Policy Safety Stock OTIF SKU Rationalization Inventory Turns
04
Analytics & Reporting Infrastructure

Power BI dashboards that standardize KPI definitions across stakeholders. ERP/MRP fluency in SAP and Oracle Cloud SCM. Data quality governance built for regulated environments.

Power BI SAP ERP/MRP Oracle Cloud SCM KPI Governance GMP Traceability
Projects & Impact

Business cases,
not job descriptions.

01
Alcon Laboratories
Pharma · Supply Planning · Power BI
+15% Forecast Accuracy
Integrated SIOP Simulation for Sterile Ophthalmic Manufacturing
Context
200+ active ophthalmic SKUs. Monthly executive SIOP reviews. FDA/GMP-compliant sterile manufacturing environment with 12 concurrent new product pipelines.
Problem
Demand signals were inconsistently defined across Sales, Procurement, and Operations. KPI definitions varied by stakeholder, producing conflicting SIOP inputs and eroding decision confidence at the executive level.
Action
Designed a multi-period forecasting model integrating sales history, prescription trends, and market signals. Built Power BI dashboards standardizing Forecast Accuracy, OTIF, Inventory Turns, and Capacity Utilization. Facilitated SIOP sessions aligning four functions around a single plan.
Result
15% improvement in forecast accuracy. 12 new product launches executed under GMP with zero stockout incidents. Executive-grade planning visibility established across the organization.
02
CSUN Capstone
Multi-Node Logistics · Network Design
12% Cost Reduction
End-to-End Logistics & Inventory Network Optimization
Context
Pharmaceutical and industrial multi-node distribution network. Competing priorities of cost efficiency and service level performance across regional warehouses.
Problem
No structured comparison of distribution strategies. Existing network was cost-inefficient with no quantified trade-off analysis between routing models and service outcomes.
Action
Simulated hub-and-spoke, direct delivery, and hybrid network configurations across multiple nodes. Built interactive dashboards presenting OTIF, cost-to-serve, and warehouse utilization to enable data-driven stakeholder decisions.
Result
Hybrid strategy recommendation delivered 12% cost reduction while sustaining target service levels. Simulation framework adopted as a reusable planning model.
03
Six Sigma Initiative
Procurement Quality · DMAIC
−12% Supplier Defects
Supplier Quality Improvement via DMAIC Framework
Context
Procurement operations with recurring supplier defects. No structured diagnostic framework in place. Defect rates eroding supplier reliability and increasing upstream supply chain risk.
Problem
Root causes were not systematically identified. CAPA measures were reactive and inconsistent. Procurement workflows lacked standardized supplier evaluation criteria.
Action
Applied full DMAIC framework. Used Fishbone diagrams and 5 Whys to identify root causes. Implemented corrective actions. Standardized procurement workflows and built supplier evaluation scorecards for ongoing monitoring.
Result
12% reduction in procurement-related defects. Sustained compliance improvements and measurably reduced supply chain risk exposure across active supplier base.
Experience

Where the work
was done.

Alcon Laboratories Jan 2025 – Dec 2025
Irvine, CA
Pharma Division
Alcon Laboratories Inc.
Supply & Demand Planning Intern
  • Coordinated monthly SIOP cycles for 200+ ophthalmic SKUs, aligning demand, production capacity, and procurement planning.
  • Improved forecast accuracy by 15% through statistical forecasting and predictive analytics; reduced demand signal bias.
  • Built Power BI dashboards standardizing Forecast Accuracy, OTIF, and Inventory Turns for executive decision-making.
  • Supported 12 new GMP-compliant product launches with zero stockout incidents through cross-functional planning coordination.
Dr. Reddy's Laboratories Jun 2022 – Jul 2023
Bengaluru, India
FDA/cGMP Operations
Dr. Reddy's Laboratories
Supply & Demand Planning Analyst
  • Managed demand forecasting for 150+ SKUs across three FDA/cGMP-compliant manufacturing facilities.
  • Improved demand responsiveness by 18% and reduced forecast variability by 15% through predictive modeling.
  • Delivered 20% reduction in excess inventory while sustaining 99.2% product availability.
  • Presented SIOP recommendations to executive leadership, influencing $50M+ in procurement and capacity decisions.
  • Partnered with Quality and Regulatory to ensure supply plans met FDA validation and GMP traceability requirements.
Vertocity Aug 2021 – Jan 2022
Hyderabad, India
Manufacturing Operations
Vertocity
Quality & Supply Operations Associate
  • Synchronized material availability with manufacturing constraints, improving throughput by 10%.
  • Applied predictive maintenance models, reducing downtime by 25% and saving $150K annually.
  • Ensured GMP and ISO compliance in batch release and material handling processes.
How I Work

The S&OP Cycle — End to End

My core competency: orchestrating all five phases with data accuracy and executive alignment.

📊
Demand Review
Statistical forecast + consensus
🏭
Supply Review
Capacity + material constraints
💰
Finance Review
P&L alignment + inventory value
🔄
Pre-S&OP
Gap resolution + scenario planning
📋
Executive S&OP
Decision + $50M+ commitments
Contact

Open to the
right opportunity.

Targeting S&OP, Demand Planning, and Supply Chain roles in FMCG, Pharma, Manufacturing, and Global Operations. US or India.

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"Supply chain clarity. At scale."