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.

Bachelor'S Degree, Biotechnology

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