resume

Piyush Mishra

Ph.D. Student
piyush.mishra@univ-amu.fr

Experience

Maths Inst. of Marseille & Fresnel Inst. (CNRS) | 10.2023 - Present
Doctoral Fellow (Bioimage Mining Group, Turing Centre for Living Systems)
Research algorithms for analysing microscopy images of cells in tissue-like environments by overcoming challenges associated with understanding complex molecular processes in these dynamic systems through combining algorithm design with experimental improvements to reduce reliance on a priori knowledge of particle movement.

Maths Inst. of Marseille | 02.2023 - 07.2023
Research Intern (M.S. Capstone)
Developed ideas to leverage the power of transformers to model the complex patterns and dependencies in fluorescence microscopy data.

State Univ. of New York (Stony Brook) | 04.2022 - 08.2022
Research Intern
Developed a transformer-based model for automated analysis of genomic sequences which could learn the grammar and patterns of DNA to uncover functional elements and potential applications.

Quantiphi Inc. | 01.2021 - 08.2021
Framework Eng. Intern (B.Tech. Capstone)
Worked in the domain of software development (full-stack development) helping in generating ML/AI solutions for internal clients.

Indian Inst. of Technology, Patna | 10.2019 - 12.2019
Research Intern
Developed new computational techniques for gene-clustering using incomplete-multi-omics approaches resulting in a latent space rich in genomic information.

Calcutta Univ. | 01.2019 - 07.2019
Research Intern
Comparative study for human activity recognition using deep neural network approaches to simplify the previously used redundant techniques.

Larsen & Toubro Ltd. | 12.2018 - 01.2019
Intern at Data Centre
Developed a prototype based on self-organising maps for outlier detection and assisted in handling data by writing simple queries.

Notable Publications

Mishra, P. and Roudot, P., (2024). Comparative study of transformer robustness for multiple particle tracking without clutter. In EUSIPCO.

Dutta P., Mishra P., Saha S. (2020). Incomplete multi-view gene clustering with data regeneration using Shape Boltzmann Machine. Computers in Biology and Medicine, Elsevier.

Mishra P., Sahoo D., Khandelwal H., Amman N., Sobhanayak S. (2020). Minimised Jaya Algorithm-based Structure optimisation for Heterogeneous Wireless Sensor Networks. In ICCCS.

Further details

Education

Aix-Marseille Univ. | Marseille, France | 2023 - Present
Doctor of Philosophy, Maths (French Doctorate School of Maths, CS and Automatics, 184)

Aix-Marseille Univ. | Marseille, France | 2021 - 2023
M.S., Computational and Mathematical Biology (Turing Centre for Living Systems)
18.13/20

International Inst. of Information Technology | Bhubaneswar, India | 2017 - 2021
B.Tech., Computer Science & Engineering
8.51/10

Other Skills

Languages

Music