Research Scientist I, Cheminformatician
Broad Instituteâs RNAi Consortium was added in 2013.
• PhD candidate, Computer science, University of new Orleans, LA, USA • Obtained B.Sc. (4 years) and M.Sc. (3 years) in computer science and engineering, Bangladesh University of Engineering and Technology (BUET), Bangladesh. • 3.5 years’ experience in teaching (faculty in Bangladesh University of Engineering and Technology (BUET), Bangladesh) • 3.5 years’ experience as doctoral research assistant in machine learning and bioinformatics lab • Research interest: Bioinformatics, Computational biology, molecular biology; Evolutionary algorithms; Artificial intelligence, Machine learning; Big data, data mining, data analysis, software design and development • Experience of research and developing tools for disorder protein, semi-disorder protein, protein fold recognition, protein secondary structure (helix, beta, coil), protein accessible surface area, backbone torsion angle, ab intio protein structure prediction. • Under my PhD research, I have to deal with very high volume biological data and build computational models to recognize valuable patterns and predict important biological features. I have proven capacity to develop and utilize state of art machine learning algorithms such as SVM, neural network, HMM, etc. I am also handy with regression, logistic regression, decision trees, Bayesian tree, clustering techniques, etc. I am well apt to implement different types of optimization algorithms to find optimal solution for a complex non-deterministic problems. • My experiences in research and teaching have instilled in me an excellent analytical ability with an impressive capability to communicate. I am equally comfortable to work in groups as well as an individual to bring about innovative solutions. • I consider myself as a proactive, self-motivated and result oriented person. My future objective is to do significant contribution in investigating the reason and cure of critical human diseases (cancer, amyloidosis, cardiovascular disease, Alzheimer's disease etc)
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