Adrian Varela-Alvarez Email and Phone Number
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Adrian Varela-Alvarez personal email
• Solid background in physical, organic, organometallic and medicinal chemistry • Broad experience applying QM calculations to catalytic reactions• Sound knowledge of data mining and machine learning tools• Fluent in a number of programming and scripting languages: Python, R, SQL, Perl, FORTRAN, C++, and Java• Familiarity with several machine learning algorithms: multiple linear regression, logistic regression, random forest, gradient boosted trees, support vector machine, naive bays, k-means and hierarchical clustering• Expertise with a variety of modeling tools such as quantum mechanics (QM), molecular mechanics (MM), QM/MM, kinetic calculations, molecular dynamics (MD), docking, 3D-similarities and virtual screening• Proficiency with GraphLab, Pandas and Scikit-Learn libraries for data analysis and machine learning and with RDKit and OpenEye cheminformatics toolkit• Extensive experience in working in multidisciplinary teams in both academia and industry• Visa status: green card holder• Open to relocation
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Senior Data & Ai EngineerCapgemini Engineering 2021 - PresentParis, Île-De-France, Fr -
Senior Analyst Programmer | Data ScientistTessella Jun 2021 - Mar 2022Abingdon, Oxfordshire, Gb -
Scientist Associate VThe University Of Texas At El Paso 2020 - 2021El Paso, Tx, Us -
Consultant (Contract)2M Research 2018 - 2018Arlington, Tx, UsProvided technical assistance on data collection instrument for national survey for federal governmental agency -
Senior ScientistAstrazeneca 2013 - 2015Cambridge, Cambridgeshire, GbProvided computational support to research projects focused on antivirals and antibiotics Goal: Antiviral agents for Respiratory Syncytial Virus (RSV):Employed Ligand-Base Drug Design (LBDD) tools such as molecular overlays and 3D-similarity measurements to incorporate SAR features from published cross-resistant compound series into our own underdevelopment compounds.Goal: Penicillin Binding Proteins Inhibitors (PBPIs) for Pseudomonas aeruginosa (Pae):Applied chemical kinetics and Structure-Based Drug Design (SBDD) tools to show that, for a given (PBPI) family, the acylation rate is controlled by the stability of the pre-reaction complex. Used Docking to prioritize compound synthesis.Goal: De novo design of novel PBPIs for Pae:Used Density Functional Theory (DFT) calculations on model acylation reactions of known PBPI scaffolds to define rules for potential new warheads. Used molecular overlays of novel and known scaffolds to identify the best vectors for functionalization. Polished compound designs through Docking on co-crystal structures. -
Postdoctoral ResearcherEmory University 2010 - 2013Atlanta, Ga, UsCarried out computational quantum chemistry studies to unveil reaction mechanisms and support experimental efforts in organometallic catalysis processes; Collaborated with scientists from the NSF Center for Selective C-H Functionalization Goal: Theoretical proposal of novel C-H functionalization catalysts based on cheaper earth-abundant metals:Predicted that (PDI)Fe(Cl)(OMe2) should be a good catalyst for the studied benzylic CH functionalization.Predicted that the metallic center remains Fe(II) all throughout the course of the reaction.Used DFT methods to assess (PDI)Ca(thf)3 as C-H functionalization catalysts.Concluded that the combination of a noninnocent ligand and a redox inert metal can potentially perform C-H functionalizations.Goal: DFT studies of the mechanisms of a Ir(III)-, Rh2(II,II)- and Ru2(II,II)-catalyzed CH functionalizations:Explained the Ir(III)-phebox enantioselectivity based on the active species formation mechanism.Studied the allylic amination vs. aziridination competition as catalyzed by Rh- and Ru-paddle wheel catalysts.Studied the tertiary vs. benzylic amination competition as catalyzed by Rh- and Ru-paddle wheel catalysts.Goal: Study the mechanism of an aerobic Cu(I)-catalyzed cross-coupling reaction between thiol esters and boronic acids:A dicationic complex based on a Cu2O2-core was proposed as active species.Analyzed the active species considering several isomers based on three different Cu2O2-cores: side-on peroxo, end-on peroxo and bis(-oxo).Proved that the proposed active species is able to catalyze the formation of the main cross-coupling product.Goal: Study the PCET mechanisms of water oxidation catalyzed by a fully-inorganic Ru4-POM2 catalyst:Predicted that [Ru4(O)4(OH)2(OH2)4(POM)2]10- but not [Ru4(O)6(OH2)4(POM)2]12- can catalyze the water oxidation reaction. -
Phd StudentUniversidad De Oviedo (University Of Oviedo) 2004 - 2010Oviedo, Asturias, EsConducted computational studies on solid-state polymers, organic and organometallic catalysis in solution, and gas-phase small molecule reactionsGoal: Investigate the proposed mechanism for doping of PANI with HCl:Used 1D and 2D Periodic Boundary Conditions DFT calculations to compute several phases of this polymer.Proved that counterions, interchain interactions and different unit cell sizes have to be considered to find the most stable phase.Goal: Study the mechanisms of different process belonging to the New Sulfur Dioxide Chemistry:Applied a synergetic approach between experimental and theoretical work.Elucidated the mechanism of the isomerization of alkenes double bonds mediated by sulfonyl radicals.Elucidated the mechanism of the retro-Ene reaction of unsaturated sulfinic acids.Predicted the first general Ene-reaction protocol between SO2 and unfunctionalized alkenes.Goal: Study the mechanism of isomerization of allylic alcohols into carbonyl compounds catalyzed by Ru(IV) organometallic compounds:Synergy between experimental and theoretical work.Elucidated the mechanism for conversion of precatalyst into catalyst.Obtained the catalytic cycles associated with the different experimental conditions employed.Predicted that water catalyzes the process in organic medium.Extended the isomerization to allylic esters based on the theoretical mechanism. -
Visiting ResearcherUniversity Of Minnesota Jun 2008 - Aug 2008Minneapolis And St. Paul, Minnesota, UsGoal: Assessment of the DFT and RASPT2 methodologies to study [CuO(NH3)x]2 (x: 0-3) complexes:Studied the triplet potential energy surface.Applied DFT methods to the four [CuO(NH3)x]2 (x: 0-3) systems and RASSCF methods to the [CuO]2 system.Computed CR-CCSD(2,3) reference values for the two [CuO(NH3)x]2 (x: 0-1) systems. -
Visiting ResearcherUniversidad De Valladolid (University Of Valladolid) Feb 2008 - Feb 2008EsGoal: Gas-phase kinetic study of the C-F bond activation of fluoromethane with a variety of metallic monocations:Wrote a code for RRKM calculations to study these reactions at the low pressure limit (collisionless regime). Showed that both the tight and the loose transition-state (entrance channel) structures have to be considered to produce accurate kinetic constants. -
Visiting ResearcherPhilipps-Universität Marburg (University Of Marburg) Jul 2007 - Sep 2007Hesse, DeGoal: Analysis of the metal-ligand bond in [M(E4)2] (M: Ni, Pd, Pt; E: CH, N, P, As, Sb, Bi) sandwich compounds:Concluded that Metal-Ligand bonds are more electrostatic than covalent, except for the [M(N4)2] (M = Ni-Pt) complexesEstimated that pi-bonding back-donation from the metal to the ligands is the main contribution to the covalent bonding -
Visiting ResearcherUab - Universitat Autònoma De Barcelona (Autonomous University Of Barcelona) Nov 2006 - Dec 2006Bellaterra (Cerdanyola Del Vallès), Barcelona, EsGoal: Kinetic studies of the degradation of HFCs by OH radical attack:Used VTST/MT to obtain highly accurate rate constants and assess the tunneling contribution.Assessed DeMore’s and Tokuhashi’s QSARs performances based on the calculated kinetic constants.
Adrian Varela-Alvarez Skills
Adrian Varela-Alvarez Education Details
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Universidad De OviedoTheoretical And Computational Chemistry -
Universidad De OviedoChemistry
Frequently Asked Questions about Adrian Varela-Alvarez
What company does Adrian Varela-Alvarez work for?
Adrian Varela-Alvarez works for Capgemini Engineering
What is Adrian Varela-Alvarez's role at the current company?
Adrian Varela-Alvarez's current role is Data Scientist | Computational Chemist | Quantum Scientist.
What is Adrian Varela-Alvarez's email address?
Adrian Varela-Alvarez's email address is ad****@****ory.edu
What schools did Adrian Varela-Alvarez attend?
Adrian Varela-Alvarez attended Universidad De Oviedo, Universidad De Oviedo.
What skills is Adrian Varela-Alvarez known for?
Adrian Varela-Alvarez has skills like Conducting Polymers, Fortran, Molpro, Pandas, Scikit Learn, R, Theoretical Chemistry, Reaction Mechanisms, Chemistry, Graphlab, Object Oriented Programming, Moe.
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