Rishav Pramanik
Applied Scientist Intern at Amazon
Seattle, Washington, United States
Summary
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Rockstar🎓
Top SchoolRishav Pramanik is a PhD student and graduate research assistant at Stony Brook University specializing in generative AI, vision–language models, and multimodal learning with five years of research experience. He develops controllable, interpretable, and semantically aligned generation pipelines by combining structural modeling with multimodal guidance, including recent work on autoregressive image generation and annotation-free multimodal learning. Rishav has collaborated with leading academic labs, industry research teams, and startups, bringing research ideas into practical generative pipelines. His approach emphasizes safety, efficiency, and grounding models in real-world intent rather than chasing raw capability. Comfortable spanning theory and applied systems, he has also contributed in international research settings such as École de technologie supérieure’s LIVIA and Jadavpur University’s CMATER lab.
5 years of coding experience
4 years of employment as a software developer
Bachelor of Engineering - BE, Computer Science and Engineering, Bachelor of Engineering - BE, Computer Science and Engineering at Jadavpur UniversityKendriya Vidyalaya SangathanDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Stony Brook University
English, Hindi, Bengali
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (28)
python10
machine-learning10
cancer-detection10
numpy10
automation10
deep-learning10
fuzzy-logic10
gpu10
neural-network10
autograd10
tensor10
gpu-acceleration10
convolution9
self-attention5
building-blocks5
Programming languages (4)
Github contributions (5)
rishavpramanik/CervicalFuzzyDistanceEnsemble
Oct 2021 - Jan 2023
A fuzzy distance-based ensemble of deep models for cervical cancer detection published in Computer Methods and Programs in Biomedicine, Elsevier
Contributions:97 commits, 64 pushes, 2 branches in 1 year 3 months
cancer-detectioncervical-cancerdeep-learningfuzzy-logicdistance-estimation
rishavpramanik/ViT
Aug 2021 - Feb 2024
Contributions:2 PRs, 27 pushes, 1 branch in 2 years 5 months
deep-learningpytorchvision-transformer
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