Ph.D. Student in Computing (Computer Science) @ Boise State University

Machine Learning · Chemometrics · Signal Processing · Infrared Spectroscopy

Ph.D. student in Computing (Computer Science) at Boise State University.

I work at the intersection of machine learning, chemometrics, signal processing, and infrared spectroscopy. My research focuses on FTIR and FT-NIR spectroscopy, spectral processing, calibration transfer, and quantitative modeling.

I am particularly interested in developing reproducible computational methods that improve the accuracy, stability, reproducibility, and transferability of spectroscopic machine learning models.

Machine Learning Chemometrics Infrared Spectroscopy
FTIR / FT-NIR Spectroscopy Signal Processing Spectral Preprocessing
Calibration Transfer Domain Adaptation Feature Selection
Multivariate Analysis Reproducible Scientific Computing

My research focuses on machine learning, chemometrics, signal processing, and infrared spectroscopy, with an emphasis on FTIR and FT-NIR applications.

Current areas of work include:

• Interferogram-to-spectrum processing
• Spectral preprocessing
• Calibration transfer across instruments
• Feature stability and reproducibility
• Chemometric modeling for food and dairy analysis

Machine Learning, Spectroscopy & Chemometrics
Boise State University · Aug 2025 – Present

• Developing Python workflows for FT-NIR/FT-MIR interferogram-to-spectrum processing, including apodization, zero-filling, FFT, phase correction, and spectral preprocessing.
• Designing chemometric experiments using PLS regression and group-aware cross-validation to study how signal-processing choices affect predictive performance and spectral stability.
• Investigating calibration transfer methods including Direct Standardization (DS), Piecewise Direct Standardization (PDS), and domain adaptation for model generalization across instruments and production environments.

Computer Science
Boise State University · Aug 2025 – Present

CS 354 — Programming Languages · CS 452/552 — Operating Systems

• Hold office hours, debug student code, grade assignments, and provide technical feedback across programming languages and operating systems topics.

Boise State University · 2025 – Present

Boise State University · 2021 – 2025

LinkedIn: linkedin.com/in/munibahmedd
ORCID: 0009-0007-1147-3048
Email: munibahmed@u.boisestate.edu