Scientist : Informed Machine Learning
CurrentDeveloping a digital twin to predict honeybee colony dynamics using informed machine learning techniques and real-world data to simulate ecological interactions.
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Gokul Govind is listed as Scientist : Informed Machine Learning at Helmholtz Centre for Environmental Research (UFZ), a company with 367 employees, based in Greater Leipzig Area, Germany, Germany. AeroLeads shows a matched LinkedIn profile for Gokul Govind.
Gokul Govind previously worked as Scientific Researcher at Johannes Gutenberg University Mainz and Research Assistant at Indian Institute Of Technology, Palakkad. Gokul Govind holds Integrated Msc, Chemistry from Central University Of Tamil Nadu, Tiruvarur.
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Computational scientist with over four years of experience in data analysis, statistical modeling, andproject management. Proficient in Python, SQL, and data visualization tools. Demonstrated ability to lead interdisciplinary research projects and collaborate with international teams. Experienced in handling large datasets and developing simulation models. Certified in IBM Data Science and AIEngineering, transitioning to leverage my analytical expertise to drive impactful solutions.Key SkillsComputational Modeling: Expertise in building and executing complex simulation models to tackle analytical challenges.Data Analysis: Proficient in Python for statistical analysis, numerical computation, and data visualization.Project Management: Successfully managed scientific projects from conception to completion, demonstrating strong project planning and execution skills.Research Collaboration: Formed productive partnerships with university research teams, leading to successful projects and publications in international journals.Interdisciplinary Cooperation: Worked with research teams in Germany and France, resulting in significant academic contributions.AchievementsLed collaborative efforts that produced five papers in high-impact journals.Developed simulation models that enhanced experimental drug synthesis, reducing laboratory work and speeding up project completion.Created force-field algorithms, improving molecular structure simulations and resulting in publications in peer-reviewed journals.InterestsSoft Matter Physics: Exploring the complexities of soft matter through advanced computational techniques.Data Science: Using data science methodologies to derive actionable insights and drive informed decision-making.Scientific Communication: Sharing research findings through academic writing and presentations at international conferences.Extracurricular ActivitiesPlanned and facilitated a two-day international workshop in 2022.Coordinated a cultural festival with over 1000 attendees and 100 performers in 2019.SkillsComputational ModelingData AnalysisProject ManagementResearch CollaborationPython ProgrammingNumerical ComputationData VisualizationScientific CommunicationInterdisciplinary CooperationAcademic WritingMachine LearningContactI'm excited to apply my expertise in computational biophysics and data science to new opportunities. Let's connect to discuss how we can collaborate on innovative solutions. You can reach me at gokulgovind009@gmail.com or follow me on Linkedin.
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Leipzig, Saxony, Germany
Developing a digital twin to predict honeybee colony dynamics using informed machine learning techniques and real-world data to simulate ecological interactions.
Mainz, Rhineland-Palatinate, Germany
Introduced visualization techniques for streamlined simulation data management, accelerating data analysis and facilitating timely publication of research findings in two prestigious scientific journals.Established productive partnerships with 3 university research teams in Germany and France fostering interdisciplinary cooperation that resulted in 2.
Palakkadu, Kerala, India
Deployed Python-based statistical and numerical analyses, empowering the research team to quantify simulation datasets. Extracted and analyzed large-scale simulation datasets, showcasing expertise in data management and analysis techniques.Planned and delivered 2 scientific projects, highlighting effective project coordination and problem-solving.
Kerala
Folding and Unfolding mechanisms of β–hairpin loops of proteins using Molecular Dynamic simulations.
Ernakulam, Kerala, India
A research training in Organic Synthesis
Thiruvananthapuram, Kerala, India
Successfully completed 1st Summer Project on Microbial fuel cells
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Stephan Weise
Colleague at Helmholtz Centre For Environmental Research (Ufz)Greater Leipzig Area, Germany
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Adrian Tüllinghoff
Colleague at Helmholtz Centre For Environmental Research (Ufz)Leipzig, Saxony, Germany, Germany
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Falk Harnisch
Colleague at Helmholtz Centre For Environmental Research (Ufz)Leipzig, Saxony, Germany, Germany
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Uwe Schlink
Colleague at Helmholtz Centre For Environmental Research (Ufz)Leipzig, Saxony, Germany, Germany
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Muhammad Abdul Wasay Khalid
Colleague at Helmholtz Centre For Environmental Research (Ufz)Leipzig, Saxony, Germany, Germany
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Karla E. Locher-Krause
Colleague at Helmholtz Centre For Environmental Research (Ufz)Greater Leipzig Area, Germany
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Friederike Neuheuser
Colleague at Helmholtz Centre For Environmental Research (Ufz)Aachen, North Rhine-Westphalia, Germany, Germany
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Florian Stoll
Colleague at Helmholtz Centre For Environmental Research (Ufz)Berlin Metropolitan Area, Germany
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PF
Pegah Fatehbasharzad
Colleague at Helmholtz Centre For Environmental Research (Ufz)Leipzig, Saxony, Germany, Germany
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Sophia Schmid
Colleague at Helmholtz Centre For Environmental Research (Ufz)Leipzig, Saxony, Germany, Germany
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Quick answers generated from the profile data available on this page.
Gokul Govind works for Helmholtz Centre for Environmental Research (UFZ).
Gokul Govind is listed as Scientist : Informed Machine Learning at Helmholtz Centre for Environmental Research (UFZ).
Gokul Govind is based in Greater Leipzig Area, Germany, Germany while working with Helmholtz Centre for Environmental Research (UFZ).
Gokul Govind has worked for Helmholtz Centre For Environmental Research (Ufz), Johannes Gutenberg University Mainz, Indian Institute Of Technology, Palakkad, Department Of Applied Chemistry , Cusat, and Univesity Of Kerala.
Gokul Govind's colleagues at Helmholtz Centre for Environmental Research (UFZ) include Stephan Weise, Adrian Tüllinghoff, Falk Harnisch, Uwe Schlink, and Muhammad Abdul Wasay Khalid.
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Gokul Govind holds Integrated Msc, Chemistry from Central University Of Tamil Nadu, Tiruvarur.
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