Optimization
Proposed efficient first order optimization algorithms LALM, QLAM, modified RBR
and Hybrid-NLCG for solving large-scale problems of machine learning.
Worked on deterministic optimization methods like NLCG, RBR, ALM, ADMM.
Worked on heuristic optimization methods like GA, JAYA, PSO.
Matlab programming for Numerical Optimization:
Used cvx tool of Matlab to solve convex optimization problem evolved in Binary
Quadratic programming (BQP) problem with G-Set data set.
Proposed a matlab solver Augmented Lagrangian cut (ALMCUT) for solving BQP
problem which gave better results in...
I am a 4th year undergraduate of IIT Kharagpur enrolled in BTech. course of Metallurgical and Materials Engineering.
I am experienced in ML as well as NN/CNN/RNN/GANs.
Apart from this, I also have a good knowledge of Data Structures and Web-based Dashboarding (Plotly Dash).
I know Python, C, C++, SQL, R and proficient in Probability and Statistics.
I am a MATLAB and Python trainer for last 4 years in a Govt of INDIA authorized training center.
I am an alumnus of National Institute of Technology, Durgapur, India.
I deal with students from all branches of engineering for project guidance in MATLAB and Python.
Guided more than 200 students in academic projects and thousands of students in training.
CAREER OBJECTIVE
I want to excel in the field of Atmosphere and Ocean sciences with hard work, perseverance, dedication and to
secure a good and responsible career opportunity to fully utilize my training and skills, while making a
significant contribution to the field of science.
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MATLAB
