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Info

Shraddha Surana

Lead Data Scientist, Thoughtworks Technologies | Research Scholar, BITS Goa

Artificial Intelligence | Machine Learning

Info
Shraddha Surana

Lead Data Scientist, Thoughtworks Technologies | Research Scholar, BITS Goa | Artificial Intelligence | Machine Learning

Info
Shraddha Surana

Lead Data Scientist, Thoughtworks Technologies | Research Scholar, BITS Goa | Artificial Intelligence | Machine Learning

MY PUBLICATIONS

1. Predicting Star Formation Properties of Galaxies Using Deep Learning; Monthly Notices of the Royal Astronomical Society 493 (4), 4808-4815

2. PandoraGAN: generating antiviral peptides using generative adversarial network; SN Computer Science 4 (5), 607

3. Intrusion detection using fuzzy clustering and artificial neural network; Advances in Neural Networks, Fuzzy Systems and Artificial Intelligence, 209-217

4. Chatbot based crime registration and crime awareness system using a custom named entity recognition model for extracting information from complaints; International research journal of engineering and technology 8 (04)

5. Alphabet reduction and distributed vector representation based method for classification of antimicrobial peptides; 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

6. Proteochemometric method for pic50 prediction of flaviviridae; BioMed Research International 2022

7. Identifying contradictions in the legal proceedings using natural language models; SN Computer Science 3 (3), 187

8. Deduplication of Identities Using Similarity Search in a Scalable Vector Database; 

9. Overcoming Limited Data Challenges: Training Large-Scale Deduplication Models through Distributed and Non-Distributed Methods; 2023 IEEE 16th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)

10. A comparative study on metric based meta learning approaches for few-shot image and text classification; AIP Conference Proceedings 2842 (1)

11. Machine Learning for Scientific Discovery; arXiv preprint arXiv:2102.12712

12. Predicting the Toxicity of Chemicals and Drugs using Machine Learning Models;