My job is to provide the structured human feedbacks to train LLM generative python code. My notable projects are Advanced Vanilla E2E ICE RLHF, Code vs. Code Extensions, and Flamingo Coding MultiTurn Deviations. Currently, I am working on the projects Advanced Coders and Flamingo Ratio.

Actively participating in reviewing technical articles related to the Maritime Transportation, Reliability Engineering, Ocean and Marine Safety, Human factors, Oil spills, Data Analysis, Risk Assessment and Management, Environmental Management.

Worked as a visiting faculty of Mathematics and Statistics.

I did my PhD from Memorial University of Newfoundland with specialization in Mathematical and Statistical modelling. I used Bayesian Networks, Cellular Automata technique, and Human Factors Analysis and Classification System-HFACS to model ship-ice and ship-ship collision scenerios for Arctic waters. In my thesis, I modified Human Factors Analysis and Classification System-HFACS model on the basis of 1. The leadership and decision making of upper management in ice covered… Show more I did my PhD from Memorial University of Newfoundland with specialization in Mathematical and Statistical modelling. I used Bayesian Networks, Cellular Automata technique, and Human Factors Analysis and Classification System-HFACS to model ship-ice and ship-ship collision scenerios for Arctic waters. In my thesis, I modified Human Factors Analysis and Classification System-HFACS model on the basis of 1. The leadership and decision making of upper management in ice covered waters,2.Newly identified human factors such as crew reduction and crew overload in semi autonomous ships during ice navigation 3.Situation awareness in ice covered waters,4.and the performance of crew members in ice covered waters. Such type of modified HFACS model for Ice Covered waters has never been developed before. My dissertation constituent on 4 research articles and all of my articles have been published in high impact factor journals, such as, Reliability Engineering & System Safety, Cold Regions Science and Technology, Safety Science, and The International Journal of Maritime Engineering. My PhD project was sponsored by the Lloyd Register Foundation LRF, London. Show less

Worked as an Assistant Professor and Course Director of Mathematics and Statistics in the Department of Humanities and Natural Sciences. Also worked as the recruiter for the faculty of Mathematics and Statistics in the university. I also served as the member of the examination committee in the university.

Worked as a Lecturer and Course Director of Mathematics and Statistics in the Department of Mathematics. Also worked as a recruiter for the faculty of Mathematics and Statistics in the institute.

Worked as a Lecturer of Mathematics and Statistics in the university.