a
ashfaque_salman

Ashfaque T

@ashfaque_salman

Build custom ML models for demand forecasting and inventory optimization

France
English
About me
Quantitative Data Scientist & Physics Ph.D. specializing in time-series forecasting, demand modeling, and inventory decision engines. I help businesses transform complex data into actionable, revenue-optimizing predictions. What I Deliver: Demand Forecasting: LightGBM, XGBoost, & custom time-series pipelines Inventory Optimization: Safety stock, stockout corrections, & lost sales estimation Model Audits: Fixing overfitting, data leakage, & building walk-forward backtests Interactive Dashboards: Streamlit web apps & Python tools... Read more

Skills

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ashfaque_salman
Ashfaque T
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See my services

Time Series Analysis
I will build a demand forecasting and inventory optimization model
From$95 / projectMore details

Portfolio

Work experience

PhD in condensed matter physics

University of Strasbourg • Full-time

Sep 2022 - Sep 2025 • 3 yrs

Conducted micromagnetic simulations to study nanoscale magnetic behaviour created 3D geometries using FreeCAD and Python Netgen API for simulations developed Python scripts for extracting and analyzing magnetization data on the FEM mesh Optimized post-processing workflows for reproducible simulation results