Food, Feed, and Agriculture
Spectroscopy-Chemometrics/AI/ML Package
Selection of the Right Spectroscopy Instrument:
- Assessing requirements (e.g., sensitivity, resolution, spectral range).
- Comparing available instruments (NIR, FTIR, Raman, Hyper, Terahertz, UV-Vis, NMR) based on application needs.
Instrument Installation:
- Ensuring proper setup and calibration.
- Integrating with existing systems (if applicable).
Spectroscopic Method Development:
- Designing experimental protocols with DOE and QbD.
- Optimizing parameters for data acquisition.
Spectral Interpretations:
- Analyzing and extracting meaningful information from spectra.
- Identifying key spectral features relevant to applications.
Chemometrics/AI/ML Model Development:
- Implementing computational techniques for data analysis.
- Developing predictive models for spectral data.
Model Validation:
- Assessing model accuracy and reliability.
- Cross-validation and validation against external datasets.
Routine Testing:
- Establishing protocols for regular sample analysis.
- Quality control and assurance procedures.
Model Lifecycle and Maintenance:
- Updating models with new data and insights.
- Addressing model drift and ensuring continued accuracy.
Spectroscopy-Chemometrics Data Management:
Single and Bulk Seeds
Seed Phenotyping and Genotyping:
- Evaluating physical and biochemical traits of seeds (phenotyping).
- Analyzing genetic composition and variation (genotyping).
Selection of Right Seeds for Breeders:
- Identifying seeds with desired traits (e.g., yield, disease resistance).
- Matching seeds to breeding objectives (e.g., hybrid vigor, environmental adaptation).
Seed Sorting:
- Automating or manually sorting seeds based on size, shape, or genetic markers.
- Ensuring uniformity and quality in seed batches.
Haploid/Diploid/Methylation Studies:
- Studying ploidy levels (haploid, diploid) and DNA methylation patterns.
- Understanding epigenetic influences on seed development and traits.
Seed Coating:
- Applying coatings for protection, germination enhancement, or nutrient delivery.
- Developing biocompatible coatings to improve seed performance.
Gene Identification by Product:
- Identifying genes responsible for specific seed traits or products (e.g., oil content, protein quality).
- Using molecular techniques (e.g., PCR, sequencing) for gene discovery and validation.
Feed Analysis
coming soon
Analytical Method Development
Coming soon
Arabidopsis Genomic Research
Coming soon
Mutants Screening Research
Coming soon