Aanchit Nayak
Quantitative Business Strategy Consultant
- Role
- Consultant at Slkone, Llc
- Location
- Arlington, VA, US
- LinkedIn followers
- 500 followers
About Aanchit Nayak
I help executive teams make and implement high-stakes decisions (org restructurings…
Experience
Consultant
Jan 2024 — Present · Arlington, VA, US
Oil & Gas Services | Quantitative Strategy• Led $112M corporate reorg at a $14B O&G major; built exec-ready reporting to surface functional inefficiencies.• Created a local MS Office–compatible data lake for fast compute and scalable ad-hoc reporting using DuckDB.• Identified supply-chain waste: up to $11K saved per order across global ETO plants. • Restructured sales approval process to increase commercial win probability by up to 14%.• Redefined supply-chain spend approvals to be geo-sensitive, aligning to regional realities.• Built competency & headcount forecast for service delivery (≈3% MAPE), beating FP & A by ≥7 pts.• Designed Gen-AI data cleaning algorithm and restructured data requisition flows across Workday & SAP.Compounding Pharmaceuticals | Data & Automation Strategy• Led M&A data integration: Gen-AI record matcher unified new-store DBs (~8k rec/hr, 92% accuracy).• Built Rx-template Power App to streamline sales docs; trimmed >$160K/yr in support overhead.• Developed weekly active-ingredient demand forecasts (~90% accuracy) to stabilize supply chain replenishment.Power Electronics Mfg.| Quantitative Strategy• Delivered ensemble demand model (Random Forests + Exponential Smoothing) hitting 96% accuracy.Internal | Data & Automation Strategy• Deployed RAG systems to query internal knowledge bases and auto-generate documentation.
Education
Virginia Tech
Master of Science - MS, Industrial and Systems Engineering
2022 — 2024
Pandit Deendayal Energy University
Bachelor of Technology, Electrical Engineering, Data Analytics and Research
2017 — 2021
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