Shruti Singh Email & Phone Number

India

• Computed signal decomposition using wavelet transforms to de-noise the signals coming from the Dynosense device, improving predictions.
• Led the code refactoring and restructuring effort of the proprietary heart rate calculation algorithm from R to Python.
• Had full ownership of the bug handling pipeline, from classifying by types (algorithmic/mishandling) to implementing timely fixes.

• Leveraged SBERT to generate semantic textual similarity based knowledge graphs showing strategic investment opportunities.
• Built a hybrid NER + heuristic based model for parsing unstructured public research articles, reducing search time from weeks to hours.
• Analysed performances of models ranging from embedding based search to transformer based deep networks for retrieval tasks.

Dry lab work at Molecular Biophysics Unit (MBU)- Data curation, Molecular Docking studies using Schrödinger- Network analysis using Cystoscape, Scikit-learn for feature extraction to predict the role of sigma factors in bacteria.

Cancer research-- Performed isolation of RNA,DNA from biological material(tumour tissue)- Primer design for PCR, hands on immunofluorescence, FISH, Western blot- Data analysis using Excel

Bioinformatics internship- Project titled- Bioinformatics introduction and overview - Gene set enrichment analysis using DAVID, pathway analysis using KEGG.

Master Of Science - Msc., Bioinformatics

Master's Thesis Research, Molecular Pathology Node, University Of Glasgow Dissertation title - Analysis of auto-antibody profiles in.

Bachelor'S Degree, Biotechnology

BACCALAUREATE THESIS RESEARCH, DEPT. OF BIOTECHNOLOGY - Thesis title - In-silico study of the therapeutic role of natural compounds in.