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RANC ANALYTICS

Evidence

Published results, not testimonials.

The practice is new; the science behind it is not. Below are three peer-reviewed SERS results from my own work, each framed as representative published work and a transferable capability — never as a client engagement.

01

Selective detection of a target in a complex biofluid

Problem
Quantifying a low-abundance neurotransmitter (dopamine) in a complex biological matrix where interferents dominate.
Approach
An Fe₃O₄/Ag magneto-plasmonic nanocomposite surface-modified with a dopamine-selective ligand: magnetic capture isolates the target from the matrix, and the silver provides the SERS enhancement.
Published result
Fast, selective dopamine determination in artificial cerebrospinal fluid and mouse striatum. Anal. Chem. 2014, 86, 2939 · doi:10.1021/ac500394g ↗
Transferable capability
Designing magnetic pre-concentration plus SERS assays for selective detection of a specific analyte in a difficult matrix.
02

Label-free protein quantification directly in blood

Problem
Measuring a protein biomarker in whole blood without labels or extensive sample preparation.
Approach
Magnetically-assisted SERS (MA-SERS) using an Fe₃O₄@Ag nanocomposite for magnetic capture and label-free readout.
Published result
Label-free determination of human immunoglobulin G (IgG) in blood. Anal. Chem. 2014, 86, 11107 · doi:10.1021/ac503347h ↗
Transferable capability
Label-free biomarker quantification in whole blood via magnetic SERS.
03

Multiplexed cancer-marker detection in whole blood

Problem
Measuring two cancer markers simultaneously in whole human blood.
Approach
An Fe₂O₃@Ag nanocomposite in a competitive, multiplexed MA-SERS format.
Published result
Multiplex competitive analysis of HER2 and EpCAM in whole human blood. Applied Materials Today 2018, 13, 166 · doi:10.1016/j.apmt.2018.08.016 ↗
Transferable capability
Designing multiplexed SERS assays that read several targets from one complex sample.

Techniques & platforms

The toolkit behind the results.

SERS substrates & surfaces

  • Colloidal & solid SERS substrates
  • Magneto-plasmonic nanocomposites (Fe₃O₄/Ag, Fe₂O₃/Ag)
  • Surface functionalisation for selective capture
  • Substrate uniformity & reproducibility assessment

Measurement

  • Confocal Raman & mapping
  • Magnetically-assisted SERS (MA-SERS)
  • Magnetic pre-concentration from complex matrices
  • Label-free & multiplexed readouts

Chemometrics & ML

  • Pre-processing (baseline, SNV/EMSC, normalisation)
  • PLS, PLS-DA & interpretable models
  • Leakage-free, group-aware validation
  • Outlier detection (Hotelling T², Q residuals)

The full publication record is on ORCID and Google Scholar.

Have a target in a matrix that fights back?

Selective capture, pre-concentration, and leakage-free readout are the recurring themes above. If that sounds like your problem, let's talk.