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Roman MerzifonyanRM
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Roman Merzifonyan

@romanmerzifonyan

Data & BI Analyst specializing in statistical modeling, sales forecasting, and automated pricing solutions using SQL, Python, and Power BI.

Turkey
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What I'm looking for

I create data models and dashboards to solve real business problems, especially in pricing and inventory forecasting. My main tools are SQL, Python, Power BI, and Excel. I am looking for a fully remote Data / BI role in CET/UK time zones, focusing on practical data work and clear results.

At an industrial automation distributor, I migrated a manual inventory forecasting model to SQL and Power BI, introducing SKU mapping and dynamic IQR adjustments to improve data quality. I also developed Power BI dashboards with Row-Level Security, integrating Oracle SQL to track commercial KPIs and sales performance.

I engineered Python scripts to extract supplier discount data from SAP systems into dynamic pricing models, safeguarding gross margins, and automated SO-PO workflows from purchasing documents.

Beyond my corporate experience, I am pursuing an M.S. in Statistics with research focused on B2B demand and sales forecasting using Machine Learning and Bayesian modeling. In my NYC Airbnb project, I modeled 48K+ listings using Hierarchical Bayesian Regression (MCMC with PyMC) to capture neighborhood-level variance and address heavy-tailed distributions.

Currently seeking a fully remote Data / BI / Quantitative Analytics role (CET/UK time zones) where I can leverage statistical modeling, predictive forecasting, and modern data stacks to drive commercial impact.

Experience

Work history, roles, and key accomplishments

AO
Current

Purchasing and Planning Analyst

AB Market Elektrik Otomasyon

Oct 2023 - Present (3 years)

Migrated a manual statistical inventory forecasting model to SQL and Power BI, adding dynamic IQR adjustments. Built RLS-enabled Power BI dashboards with Oracle SQL to track commercial KPIs and sales performance. Automated SAP discount extraction into pricing models using Python and improved ERP validation logic to eliminate data anomalies

Education

Degrees, certifications, and relevant coursework

Yıldız Technical University logoYU

Yıldız Technical University

Master of Science, Statistics

2024 -

Grade: 3.7

Activities and societies: -

Focus Areas: Bayesian Statistics, Applied Regression Analysis, Econometrics, Statistical Modeling
Thesis / Research: B2B Sales & Demand Forecasting using Machine Learning

Yıldız Technical University logoYU

Yıldız Technical University

Bachelor of Science, Metallurgical and Materials Engineering

2015 - 2021

Activities and societies: Erasmus+ Exchange Program at Universidad Politécnica de Madrid (UPM) – Madrid, ES (2018 – 2019)

Bachelor of Science in Metallurgical and Materials Engineering. Participated in an Erasmus+ exchange program at Universidad Politécnica de Madrid (UPM) from 2018 to 2019.

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