An undergraduate student working at the intersection of physics and machine learning with experienceworking with Graph and Computer-Vision tasks. I am looking for new challenges in machine learning that can help me push the boundaries of what is possible.
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Founding EngineerIterate AiKolkata, Wb, In -
Machine Learning EngineerHtcd Apr 2024 - Present -
Machine Learning EngineerUnify Feb 2023 - Mar 2024London, England, United Kingdom -
Mitacs Gri ScholarQueen'S University Jul 2022 - Oct 2022Kingston, Ontario, CanadaWorked as a research intern under Dr. Farnaz Heidar Zadeh on extending Equivariant E(3) Graph Neural Networks for predicting the atomic energies of organic compounds. -
ContributorGoogle Summer Of Code Jun 2022 - Oct 2022I am working on adding Graph Datasets to MLDatasets.jl and improving API access to various other data sources like SNAP. I will also be working on loading large datasets that don't generally fit in computer memory. -
Machine Learning InternArtificial Learning Systems Jan 2022 - Jun 2022• Developed explainable transformer-based models for enhanced identification of Diabetic Retinopathy.• Assisted in developing software for remote eye screening technology in association with Qualcomm R&D that secured the 2nd prize in Indian Mobile Congress Congress 2022. -
Junior ResearcherIem Iedc May 2021 - Dec 2021 -
Research InternIndian Institute Of Technology, Kharagpur Jul 2021 - Oct 2021• Reproduced and improved existing Dialectical-GAN for geospatial image-to-image translation for converting low resolution SAR images to TSAR images using Cumulant loss.• Surveyed existing segmentation algorithms like FR-CNN, MR-CNN, and C5 for masking buildings, forests, and cropland from SAR images. -
Technical WriterJournaldev Apr 2021 - Jun 2021• Published over 40 articles and tutorials on the python ML ecosystem ranging from ML frameworks likePyTorch and JAX to niche topics like grouping dataframes in pandas.• Published 10+ high-quality tutorials on Linux commands and applications.
Deeptendu Santra Education Details
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Engineering
Frequently Asked Questions about Deeptendu Santra
What company does Deeptendu Santra work for?
Deeptendu Santra works for Iterate Ai
What is Deeptendu Santra's role at the current company?
Deeptendu Santra's current role is Founding Engineer.
What schools did Deeptendu Santra attend?
Deeptendu Santra attended Institute Of Engineering And Management.
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