Ishan Mishra
Software Engineer at Amazon and ML researcher
Bengaluru, Karnataka, India
Joined April 2025
Network
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Summary
Early-career researcher with a focus on machine learning applied to computational biology. Ishan has contributed to a multi-author preprint on video-based genotype prediction, worked in a computational biology lab (Xu Labs) on gene video analysis, and lists research interests in large models. biorxiv+2
Industry experience in data science and software engineering. Profiles list roles at AiDash (Data Scientist / Data Science Intern) and a later Software Engineer position at Amazon, indicating a trajectory from internships into software engineering. weekday+1
Active student leader and community contributor during schooling and university. Held leadership roles including President of a school computer club and office-bearer/advisor roles at The Indian Game Theory Society at MUJ. weekday
Maintains an online presence for code, projects, and writing. The personal website, GitHub, and Medium profile are used to share projects, research interests, and writings. github+2
Work
Education
Projects
Writing
Deep Video Analysis for Bacteria Genotype Prediction
September 1, 2024Preprint describing a supervised model to classify Vibrio cholerae genotypes from bright-field timelapse videos, introducing a weakly supervised saliency approach and the GeneMod dataset for training and evaluation.
Medium writings (author profile)
Collection of Medium posts and writings by the author on topics including research and personal reflections (author profile page).
Hobbies
Mentoring and assisting others in machine learning and academia. github
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