Dr. Himansu Kesari Pradhan
Bis 2022, Postdoctoral Research Associate, Helmholtz-Zentrum Hereon
Hamburg, Deutschland
Über mich
I am a Data Scientist with a strong academic background in Natural Sciences, Physics, and Mathematics. My expertise includes coding, data handling (Python, MATLAB), statistics, and modeling. With twelve years of experience, I have conducted diverse research tasks, including model configuration, experimental design, parameter estimation, optimization, simulation, data cleaning, analysis, and dissemination, resulting in five datasets and twelve journal publications. I specialize in regression, classification, neural networks, recommender systems, NLP, model deployment, and time series analysis. Actively involved in private projects, I continuously enhance my skills and stay updated with industry trends. As a collaborative team player with excellent communication, decision-making, organizational, and social skills, I bring value to any project. I also hold a permanent resident permit for Germany, enabling me to reside and work in the country.
Werdegang
Berufserfahrung von Himansu Kesari Pradhan
-Successfully managed a complex project, effectively disseminating results in meetings and 2 conferences. -Spearheaded the backend development and optimization of a ecosystem model on a supercomputer, significantly enhancing its accuracy for hindcasting and forecasting. -Conducted a comprehensive review of 150 research articles on "Global Progress in Climate Change Adaptation," contributing to a forthcoming publication in the prestigious "Nature" journal.
6 Monate, Mai 2019 - Okt. 2019
Postdoctoral Researcher
Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und MeeresforschungProject: Inclusion of Alfred Wegener Institute Climate model results to Climate Model Intercomparison Project. -Successfully coded AWI-Climate model results for the Climate Model Intercomparison Project on the DKRZ supercomputer, effectively explaining its technical functioning to two other departments. -Played a vital role in the preparation of the 'Sixth Assessment Report' for the Intergovernmental Panel on Climate Change (IPCC-AR6) by openly publishing and launching five datasets.
3 Jahre und 1 Monat, Apr. 2016 - Apr. 2019
Postdoctoral Researcher
Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung-Led an inter-disciplinary project, collaborating with multiple stakeholders and coordinating with two departments. Published two research articles, presented in four international conferences. -Implemented reinforcement learning using satellite data that was later used for hindcasting. -Conducted statistical evaluation, achieving a significant 14% reduction in RMSE and a 30% increase in correlation through reinforcement learning, enhancing the model's performance.
9 Monate, Jan. 2015 - Sep. 2015
Project Scientist
Indian Institute of Technology, Delhi
-Managed the project by designing experiments with a model for tracking ocean waves. Spectral analysis showed waves of 12-hour and 24-hour frequency. Analyzed remote sensing data featuring these waves. -Published two research articles in international journals and received praise for model development during a conference presentation.
5 Monate, Aug. 2009 - Dez. 2009
Project Assistant
Indian Institute of Technology, Delhi
Project: Ocean State Forecast using a combination of Genetic Algorithm and Numerical Models. -Analyzed model results and ground observation for sea surface waves and reported the error metrics.
Sprachen
Deutsch
Gut
Hindi
Fließend
Odia
Muttersprache
Englisch
Fließend