About
I'm Mukesh Gautam
Software DeveloperIām a final-year Computer Science & Engineering student at Sikkim Manipal Institute of Technology with a strong passion for web development and problem-solving. My experience as a research intern at IIT BHU has sharpened my skills in applying technology to real-world challenges, especially through innovative machine learning projects.
Internships
Research Intern at IIT BHU
January 2024 - July 2024 | Varanasi, India- Developed a deep generative model to identify novel 2D materials.
- Conducted data preparation including extraction, preprocessing, and featurization from multiple databases (Materials Project, C2DB, 2DMatpedia, C1DB, MC3D).
- Generated 100,000 new material formulas using a GAN model, with 17,949 valid and unique formulas after applying validity checks.
- Screened potential 2D materials using a Random Forest classifier, resulting in 1,492 screened 2D formulas.
- Predicted properties of the valid 2D formulas utilizing Pymatgen.
Skills
Development Skills
HTML CSS Javascript Node.js ReactJS Bootstrap MYSQLHard Skills
C/C++ Data Structure Operating System Object Oriented ProgrammingSoft Skills
Leadership Problem Solving Communication Team Work Multitasking
