Shreyas V

I am an undergraduate student at BITS Pilani, Goa Campus where I’m pursuing Bachelor of Engineering in Computer Science and Masters of Science in Chemistry. I am currently working with Prof. Ashwin Srinivasan , Prof. Raviprasad Aduri and Prof. Tanmay Verlekar at APPCAIR on Generation and Synthesizability of Novel Molecules.

I am also a member of SAiDL, Society for Artificial Intelligence and Deep Learning at BITS Goa; we try to inculcate a spirit of AI and DL in the university through open source projects and personalised courses. My research interests revolve around Graph Neural Networks, Natural Language Processing, Drug Discovery, Computational Bio-Chemistry and Large Language Models

news

Oct 11, 2024	Our work “Open-Source Molecular Processing Pipeline for Generating Molecules” has been accepted at Machine Learning and the Physical Sciences workshop happening at NeurIPS 2024
Jun 21, 2024	I have joined Krishnaswamy Lab at Yale University as a Visiting Researcher Intern. I will be working on Molecular Generation, Graph signal processing and Deep Learning.
May 27, 2024	I have joined Sprinklr as a Product Engineering Intern in 2024. I will be working with the Voice team in the Machine Learning department. I am really excited to work with them!
Apr 13, 2024	Won third prize in ACM Goa Chapter’s event PitchIt! organized at BITS Goa for my research presentation. You can find the slides here
Jan 20, 2024	I will be a TA for the course “BITS F464 - Machine Learning” under Prof. Aditya Challa and Prof. Ashwin Srinivasan this semester. (You can check out our labs here)
Jan 1, 2024	I have joined Kreiman Lab at Harvard Medical School as a Research Intern. I will be working with Prof. Gabriel Kreiman on Computational Neuroscience, Deep Learning and Natural Language Processing.
Dec 10, 2023	My paper “Predicting ATP binding sites in protein sequences using Deep Learning and Natural Language Processing” got accepted at AI2SE workshop at AAAI 24
Aug 15, 2023	Started working at APPCAIR as a student researcher!
Aug 15, 2023	I will be an instructor for the CTE course “Intro to ML/DL” with Karan and Tejas, this semester.
Jul 1, 2023	Only one from our batch to get inducted into SAiDL!
Jun 1, 2023	I have joined Deep Forest Sciences as an Intern. I will be working on Deepchem.
Jun 1, 2022	I have joined Skan.ai as a Data Science Intern.
Jun 1, 2022	I have joined CEERI Chennai as an Intern. I will be working on rPPG on resource constrained devices.

latest posts

Dec 4, 2023	Principles of Programming Languages notes

selected publications

arXiv

Open-Source Molecular Processing Pipeline for Generating Molecules

V Shreyas, Jose Siguenza, Karan Bania, and 1 more author

2024

Bib

@misc{openMolGen,
  title = {Open-Source Molecular Processing Pipeline for Generating Molecules},
  author = {Shreyas, V and Siguenza, Jose and Bania, Karan and Ramsundar, Bharath},
  year = {2024},
  eprint = {2408.06261},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
  doi = {10.48550/arXiv.2408.06261},
  url = {https://arxiv.org/abs/2408.06261}
}

AAAI-2024

Predicting ATP binding sites in protein sequences using Deep Learning and Natural Language Processing

V Shreyas, and Swati Agarwal

2024

Bib

@misc{ATP-binding,
  title = {Predicting ATP binding sites in protein sequences using Deep Learning and Natural Language Processing},
  author = {Shreyas, V and Agarwal, Swati},
  year = {2024},
  eprint = {2402.01829},
  archiveprefix = {arXiv},
  primaryclass = {q-bio.BM},
  doi = {10.48550/arXiv.2402.01829},
  url = {https://arxiv.org/abs/2402.01829}
}

I2CT

Speech to Equation Conversion using a PoE Tagger

Peeta Basa Pati, and V Shreyas

In 2022 IEEE 7th International conference for Convergence in Technology (I2CT), 2022

Bib

@inproceedings{PoETagger,
  author = {Basa Pati, Peeta and Shreyas, V},
  booktitle = {2022 IEEE 7th International conference for Convergence in Technology (I2CT)},
  title = {Speech to Equation Conversion using a PoE Tagger},
  year = {2022},
  volume = {},
  number = {},
  pages = {1-4},
  doi = {10.1109/I2CT54291.2022.9824252},
  url = {https://ieeexplore.ieee.org/document/9824252}
}

arXiv

CountCLIP – [Re] Teaching CLIP to Count to Ten

Harshvardhan Mestha, Tejas Agrawal, Karan Bania, and 2 more authors

2024

Bib

@misc{CountCLIP,
  title = {CountCLIP -- [Re] Teaching CLIP to Count to Ten},
  author = {Mestha, Harshvardhan and Agrawal, Tejas and Bania, Karan and Shreyas, V and Bhisikar, Yash},
  year = {2024},
  eprint = {2406.03586},
  archiveprefix = {arXiv},
  primaryclass = {cs.CV},
  doi = {10.48550/arXiv.2406.03586},
  url = {https://arxiv.org/abs/2406.03586}
}