ABHISHEK MALL

Angestellt, Postdoctoral Researcher, Max Planck Institute for Structure and Dynamicsof Matter

Hamburg, Germany

Fähigkeiten und Kenntnisse

Data Science

Deep Learning

Python

Machine Learning

PyTorch

Computer Vision

Generative AI

Big Data

Analytics

Data Analysis

Statistics

Artificial intelligence

Business Model Development

Entrepreneurship

Communication

Werdegang

Berufserfahrung von ABHISHEK MALL

Current 10 months, since Aug 2025

Postdoctoral Researcher

Max Planck Institute for Structure and Dynamicsof Matter

Developing ML/Generative AI-based analysis workflows for high-throughput X-ray experiments data processing.

4 years and 10 months, Oct 2020 - Jul 2025

PhD Researcher

Max Planck Institute for Structure and Dynamics of Matter

Thesis : Unraveling Heterogeneity in X-ray Single Particle Imaging (SPI) • [Algorithm] - Developed search algorithms to determine the structure of biomolecules and latent parameters from X-ray diffraction images. Benchmarked performance and evaluated scalability against other gradient/non-gradient based methods. • [ML/DL Pipeline] - Employed generative model and ML techniques to classify, embed and characterize X-ray diffraction images. Evaluated pipeline to reconstruct 3D structures of virus.

Ausbildung von ABHISHEK MALL

4 years and 10 months, Oct 2020 - Jul 2025