Open to opportunities

Diana Cherednik

@dianacherednik

Message

I’m an ML-focused analyst building intelligent pricing and demand forecasting systems for real business contexts.

Russian Federation

Message

What I'm looking for

I’m looking for an opportunity to apply Python and the KLEKS platform to build intelligent pricing and demand forecasting systems, and to embed models into real business contexts using 1C/SAP/product directories.

I’m an analyst with 10+ years of experience, moving into ML-product work to create intelligent pricing and demand forecasting systems. I’ve spent years monitoring competitors, managing pricing policy, and automating analytics collection to speed up decision-making—cutting competitor data gathering to 15 minutes with a parser.

I also bring strong “in-business” implementation experience: maintaining product directories and nomenclature (TecDoc, selection by VIN/code), and embedding analytics into existing systems like 1C and SAP. Earlier, I built a single reporting database for 150 catering outlets, added input error controls, and created dashboards for seasonality, deviations, and forecasts while training teams to use the new process.

Experience

Work history, roles, and key accomplishments

Brand Manager, Development

Techpromtorg LLC

Oct 2019 - Jun 2026 (6 years 8 months)

Monitored competitor prices in the auto parts market and informed management of market value fluctuations. Managed pricing policy for the segment, automated competitor data collection via a parser, and maintained a product directory with TecDoc updates by VIN/code.

Market Analysis Data Automation TecDoc Updates Data Analysis

Customer Service Specialist

Techpromtorg LLC

Sep 2018 - Oct 2019 (1 year 1 month)

Processed customer orders by entering applications into the 1C accounting system and checking nomenclature and prices. Managed warehouse balance monitoring and daily reporting, and performed monthly customer reconciliations under responsible storage agreements.

Order Processing Terminology and Price Validation Logistics Support Accounts Reconciliation

Leading Accounting Specialist

Main Line

Feb 2015 - Sep 2018 (3 years 7 months)

Built a unified database to consolidate daily reports from 150 public catering outlets and implemented input error controls to improve management reporting quality. Produced monthly reconciliation reports, created dashboards to visualize demand dynamics and forecasts, and developed regulations and training for 50+ employees.

Management Reporting Claims Management Dashboards Demand Forecasting team training