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  • Boise State University
  • Boise, Idaho
  • 06:18 (UTC -06:00)
  • LinkedIn in/munibahmedd

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GitGuru2003/README.md

Munib Ahmed

PhD student at Boise State studying how to make spectroscopic instruments talk to each other. My research is on calibration transfer for FT-NIR/FT-MIR dairy analytics. Basically, training a model on one instrument and getting it to work on another without starting from scratch.

Before the PhD I did my undergrad here too (CS, graduated May 2025).


Education

Ph.D. in Computing (CS Emphasis) — Boise State University, 2025–Present — GPA 3.889/4.00

B.S. in Computer Science — Boise State University, 2021–2025 — GPA 3.81/4.00


Experience

Graduate Researcher — Boise State University, 2025–Present

  • Building interferogram-to-spectrum pipelines for FT-NIR/FT-MIR data (apodization, zero-filling, phase correction, FFT)
  • Investigating calibration transfer methods (DS, PDS, domain adaptation) to generalize models across multiple Daisy Brand facilities
  • Integrating signal processing modules into an industrial chemometrics platform built with FastAPI and React

Teaching Assistant — CS 354 (Programming Languages), CS 452/552 (Operating Systems), 2025–Present

  • Office hours, code debugging, grading, and technical feedback

Projects

ftir-pw — End-to-end interferogram-to-spectrum pipeline in Python replicating Bruker OPUS. Covers DC offset removal, apodization (Blackman-Harris, Norton-Beer), zero-filling, and FFT. Built to support reproducible spectral analysis and calibration transfer research.


Stack

Python PyTorch TensorFlow Scikit-learn FastAPI React Docker Linux


Stats

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