Hi, I'm Joydeep Das

AI Researcher & HPC Developer

I create intelligent systems and high-performance scientific tools that transform complex data into actionable insights, blending AI innovation with rigorous research.

Profile

My Projects

Here are some of my recent works that showcase my skills and expertise

Project 3
AI Agent & App.

AI Lead Sentiment Analysis

AI tool analyzes chats, manages real estate leads via Google Sheets integration.

AI NLP Dashboard Sentiment
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Project 3
AI Agent & App.

AI Task Prioritizer and Planner

AI tool prioritizes tasks and generates daily work plans for teams.

AI Productivity Task Management Project Planning Google Sheets
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Project 3
AI Agent & App.

AI Support Management

AI tool auto-categorizes and prioritizes support tickets for faster resolution.

AI Productivity Task Management Project Planning Google Sheets
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Project 3
Scientific

Plasma Explorer

Explore how magnetic fields guide charged particles in fusion devices - configurations, parallelization.

Research Python Plasma HPC
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Project 3
Scientific

Optimizing GPU Data Transfers

Reducing CPU-GPU bottlenecks in Monte Carlo radiation therapy using CUDA Unified Memory.

Python C++ CUDA NVIDIA NSight Docker Git
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Project 3
Scientific

Equilibrium Properties: Tokamak

Python tool visualizes EFIT flux surfaces, builds simulation grids using Euler integration.

Particle-In-Cell(PIC) Plasma Research Python Git
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Project 3
Scientific

θ-solvent of Polymer

Simulating coarse-grained polymers to study θ-solvent behavior and ideal chain transitions.

LAMMPS Physics Research Python MATLAB LaTeX Git
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Project 3
Scientific

Coil-Globule Transition

Exploring polymer dynamics: theory, experiments, and temperature-driven coil-globule transitions summary.

Physics Research Fortran LaTeX Git
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Project 3
Scientific

Penrose Diagram

Conformal mappings reveal asymptotic structure of Minkowski and Schwarzschild spacetimes, highlighting compactification insights.

General Relativity Physics Research LaTeX
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Project 3
Scientific

Cyclotron Emission

Larmor’s formula links charged particle motion to radiation, enabling cyclotron applications exploration.

Electromagnetic Theory Physics Research
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My Experience

My professional journey and key achievements

Computational Researcher
Indian Institute of Science, Bangalore
2021 - Present
Research Trainee
Amity University
Jan. 2020 - Aug. 2020

My Publications

Research papers and articles I've contributed to in the field of my research

Neural network assisted electrostatic global gyrokinetic toroidal code using cylindrical coordinates

Revision to Journal Nuclear Fusion

Read Paper arXiv preprint arXiv:2408.12851

Zonal flow suppression of microturbulent transport in the optimized stellarators W7-X and QSTK

Revision to Journal Plasma Phys. Control. Fusion

Read Paper arXiv preprint arXiv:2501.12722

About Me

My Journey

With a background rooted in computational physics and data-driven research, I’ve spent the past several years working at the intersection of high-performance computing (HPC), data science, and AI for scientific applications. My journey began with simulation-heavy research in particle and polymer physics, which evolved into a broader focus on building intelligent, automated systems for scientific insight and operational efficiency.

From exploring magnetic field dynamics in plasma to building AI agents for task planning and real-time sentiment analysis, I aim to extract meaning from complexity—using data as the bridge between theory and impactful action.

I hold a Masters degree in Physics and have contributed to a range of interdisciplinary projects involving scientific computing, machine learning, and HPC pipelines across domains like healthcare, real estate, and advanced materials.

My Skills

Python
CUDA
HPC (SLURM, MPI)
PyTorch
Data Analysis
Scientific Simulation
Pandas / NumPy
LAMMPS / OpenFOAM
Git & LaTeX

My Approach

I specialize in creating systems that combine scientific rigor with data intelligence, from simulating complex physical systems to crafting AI workflows that support faster decisions in technical domains. My philosophy is grounded in clarity, reproducibility, and high-impact design, where HPC meets AI, and insight follows.

Get In Touch

Have a project in mind or want to collaborate? Feel free to reach out!

Contact Information

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