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Click here or scroll down to respond to this candidateCandidate's Name , Ph.D.Contact detailsEMAIL AVAILABLEPHONE NUMBER AVAILABLEhttps://github.com/GsGithubStreet Address
Street Address Jefferson Ridge Dr, Pataskala,OH 43062Profile SummaryDynamic and innovativeComputational Scientist withextensive expertise and aprofound background in DataScience, Data Analytics, andAI/ML technologies.Demonstrated success in workingwith Big Data and Generative AIby employing high-performancecomputing techniques acrosscloud platforms such as AWS andGCP to enhance researchscalability and efficiency. Skilledin the application of advancedmathematical models alongsidephysics and chemical theories tounravel complex material,chemical, and biological systems.Data Science and AI/ML SkillsPython Shell Scripting R C++
FORTRAN GitLab BitBucket
Pandas NumPy VS Code
Jupyter Notebook SQL NoSQL
VAEX BigQuery PySpark
Docker Kubernetes Seaborn
Plotly Matplotlib JAX
TensorFlow Keras PyTorch
GNN GAN RNN NLP LLMs
LangChain RAG Streamlit
QLoRA RDKit BIOCONDAChemical, Materials, andBiosystems Modeling SkillsSchrdinger, OpenEye (Orion),AutoDock-VINA, MolecularDynamics, GROMACS, AMBER,CHARMM, LAMMPS, NAMD, VMD,XCrySDen, JMOL, MOLDRAW,PyMol, PMV, QUANTUM ESPRESSO,VASP, CRYSTAL, GAUSSIANOperating SystemsLINUX, Macintosh, and WindowsExperiencePrincipal Data and AI/ML Scientist at Corellia AI 2023.02Present.Spearheaded the development and optimization of multiple AI/ML and computational workflows, enhancing scalability and computational efficiency for high-throughput tasks that screen and analyze billions of data points powered by parallel distributed computing framework on Google Cloud Platform (GCP).Senior Data Scientist at Champions Oncology Inc. PHONE NUMBER AVAILABLEDeveloped data processing and engineering workflow for an internal data- base containing over 20 Billion compounds for virtual screening campaign for structure based drug discovery programs.Data Science and ML Research Scientist as a Postdoctoral Research Associate at Oak Ridge National Laboratory. PHONE NUMBER AVAILABLEPreformed chemical and biological data mining, parsing, and engineering with high-level wrapper python coding and developed vaccine designing machine learning method based on Deep Generative Adversarial Networks to design novel peptides with better affinity to key receptors in adaptive immunity.EducationPh.D. Chemistry Michigan Technological University, USA. 20132018Thesis title: Computational Quantum Chemical Investigation of Physico- chemical, Spectroscopic Properties, and Diffiusion Mechanisms of Hydro- carbon Molecules in Metal-Organic Frameworks (MOFs) for Energy Efficient Separation Technology.M.Sc. Physics University of Trieste, ITALY. 20102013Thesis title: Hubbard Enhanced DFT Computation of Electronic Structure and Structural Stability of Copper Doped Poly- morphs of Titania. M.Sc. Materials Science Addis Ababa University, Ethiopia. 20082010Thesis title: Model Computation of Water Clustering effect in the Negative Ion Proton Transfer Reactions, NI-PTRs.B.Sc. Physics Haramaya University, Ethiopia. 20022006Project Title: The investigation of Spin and Charge Density Waves of Cr single crystal at near absolute zero temperature with the use of FTIR Select Publications1. Vardhan Satalkar, G.D. Degaga, Wei Li, Yui Tik Pang, Andrew C. McShan, James C. Gumbart, Julie C. Mitchell, Matthew P. Torres, Generative -Hairpin Design Using a Residue-Based Physicochem- ical Property Landscape, Biophysical Journal, 2024. 2. G.D. Degaga, M. Trought; E. J. Crumlin, S. Nemsak, M. Seel, K.A. Perrine, R. Pandey, Investigation of N2 adsorption on Fe3O4(001) using ambient pressure X-ray photoelectron spectroscopy and density functional theory. J. Chem. Phys, 152, PHONE NUMBER AVAILABLE Awards and Supports First Place Poster Presentation, MTU, GSG Graduate Research Col- loquium (GRC), Spring 2018. Outstanding Graduate Student Research Award, Spring 2017, Robert and Kathleen Lane (Scholarship), Chemistry Department, Michigan Technologically University. |
