Andreana Rosnik, Ph.D. Email and Phone Number
Andreana Rosnik, Ph.D. work email
- Valid
Andreana Rosnik, Ph.D. personal email
Hi! My name is Andreana (Ahn-DREE-ahn-ah) and I am a mission-driven data scientist with a penchant for anything remotely creative. **** Due to a medical emergency and the long treatment and recovery plan for it, I will be taking several months off to rest. I will sporadically check LinkedIn and email from October 2024-January 2025, if not longer. ****I currently work for myself as a data science consultant. My work has ranged from statistical analysis to data management to predictive modeling. These days I primarily focus on small teams in biotech and materials science. Check my links below to learn more about what I do and who I've worked with!A bit more about me...I:β’ have a PhD from UC-Berkeley in physical chemistry, where I combined statistical mechanics with biophysics. β’ tried management, but I find I'm more of an individual contributor kinda person, though I do also enjoy the diversity of tasks that come with working for yourself. β’ will take any opportunity I can get to connect a given situation with a book I've read. β’ am still excited to meet your pets on video calls. β’ have been told I'm the go-to person for particularly messy data problems, since I tend to think more out-of-the-box than others. β’ am a creative, thoughtful person who's keen to learn new things. I'm a co-author on 8 scientific publications, one of which has been cited over 100 times, and another of which has the biggest author list in all of AIDD! * * * * * * * * * * * * * * let's talk! * * * * * * * * * * * * * * If you would like to schedule time to speak with me -- for project opportunities, career exploration, or climate action -- I will refer you to my Calendly. Coffee chat-type conversations are only welcome if you bring a particular topic to discuss. c a l e n d l y . c o m / a m r o s n i kDESRES recruiters: please don't bother. I am not open to relocation! I love my San Francisco rolling hills, spooky fog, and weird summers.* * * * * * * * * * * * * * more info * * * * * * * * * * * * * * Publications (Google Scholar): https://scholar.google.com/citations?user=qrFDlk4AAAAJ&hl=en&oi=ao
Marine Biologics
View- Website:
- marinebiologics.com
- Employees:
- 15
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Marine BiologicsSan Francisco, Ca, Us
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Health And Well-BeingCareer Break Oct 2024 - PresentDue to a medical emergency and the long treatment and recovery plan, I will be taking several months off to rest, receive appropriate treatment, and recover. I will sporadically check LinkedIn and email from October 2024-January 2025, if not longer.
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Data Science ConsultantSelf-Employed Aug 2023 - PresentUsing data science and predictive modeling, I empower early-stage companies primarily in biotech and materials science to leverage their data effectively, leading to optimized resource allocation, cost savings, and strategic decision-making.My clients include:Reflecting EquityMy responsibilities include: * Cleaning data from multiple input sources and conducting feature engineering for statistical analysis, predictive modeling, and database construction* Creating database schema and establishing relational databases in PostgreSQL * Standardizes survey data for demographics data analysis* Communicates findings via written reports, data visualization, and live code demonstrations* Continues education via Coursera classes in data engineering, deep learning, and Tensorflow development* Maintains code using version control (i.e. git, BitBucket)Previous responsibilities include:* Taking raw sensor data and converting it into a standardized tabular form* Developing anomaly detection algorithms, some of which incorporate signal processing techniques
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Visual ArtistAndreana Rosnik Art Sep 2015 - PresentI create drawings and illustrations, primarily in a style influenced by surrealism, magic realism, and traditional etching.
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Climatebase Fellow (Cohort 6)Climatebase Sep 2024 - Oct 2024San Francisco, Ca, UsAs a Climatebase Fellow, I am participating in a career accelerator and community for all kinds of professionals from all over the world who want to invest more of their time and talents in climate action.β’ Selected as one of ~500 participants from thousands of applicants (15-20% acceptance rate)β’ Member of special interest groups like Physical Sciences, Technologists, Scientists+Researchers, AI+Climate Change, Artists in Climateβ’ Will spend 12 weeks learning about a wide variety of climate sectors β’ Hopefully will contribute as a supporting role in a Capstone Project or in Fellow-led activities! -
Cheminformatics Scientist IiAtomwise Apr 2021 - May 2023San Francisco, California, Us* Curates datasets of millions of drug molecules for use in machine learning model training from a variety of public databases, like ChemBL, PDB and PDBBind* Trains molecular binding mode ranking/prediction machine learning models in Python, PyTorch, and proprietary software to improve Atomwise drug discovery pipeline* Trains ML models, creates visualizations, and designs chemically intuitive benchmarks to aid inmodel explainability; gave a presentation on this work at the American Chemical SocietyMeeting in Spring 2022* Customizes virtual high-throughput screening (vHTS) models to improve drug discovery effortson specific protein classes* Key technologies: Python (pandas, matplotlib, seaborn, rdkit), Jupyter notebooks, PyTorch, AWS S3, bash, git/gitlab, vHTS, binding mode prediction, molecular docking -
Software Engineer - Distributed Energy Resources (Der) Analytics ToolsEnel X Dec 2019 - Nov 2020Roma, Italia, Itβ’ I developed a R Shiny web app for battery usage simulation and financial modeling of solar + storage commercial/industrial projects. β’ I managed a small team in a release-by-feature, test-driven, agile software development framework. We originally worked in a scrum style. β’ I assisted product management in scoping upcoming features, like updating cashflow calculations and improving demand response event sampling.β’ Technologies: R (shiny, data.table, testthat, renv, devtools), git, AWS CodeBuild, Docker, bashβ’ Domain knowledge: demand response, energy tariffs, linear optimization, energy markets -
Model E Computational ConsultantEnel X Oct 2019 - Dec 2019Roma, Italia, It
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Chemistry Ph.D. StudentUc Berkeley Aug 2014 - Aug 2019Berkeley, Ca, UsI worked in the research group of Phillip Geissler, a statistical mechanician at UC-Berkeley. I modeled membrane protein organization in photosynthetic membranes. My work involved: -- developing Ising-like lattice models for minimalistic modeling of thylakoids-- performing Monte Carlo simulations in C++, with post-processing in Python-- determining phase transitions numerically via gradient descent methods (in C++) -
Graduate Student Instructor (Chem 120B)Uc Berkeley Aug 2016 - Dec 2016Berkeley, Ca, UsI was a graduate student instructors for Chemistry 120B, the undergraduate physical chemistry course that introduces statistical mechanics and builds on thermodynamics and kinetics.
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Graduate Student Instructor (Chem 220A)Uc Berkeley Aug 2015 - Dec 2015Berkeley, Ca, UsI served as one of the two student instructors for Chem 220A, the first semester of statistical mechanics for Chemistry graduate students. The course covered a review of thermodynamics and an introduction to different ensembles, mean field theory, the Ising model and other basic lattice systems, renormalization group theory, rate theory, fluctuation dissipation theorem, molecular dynamics, Langevin dynamics, etc.
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Graduate Student Instructor (Chem 4A)Uc Berkeley Aug 2014 - Dec 2014Berkeley, Ca, UsI taught a laboratory section of Chem 4A, general chemistry for College of Chemistry majors. The course covered rudimentary quantum mechanics, thermodynamics, molecular orbital theory, and more general concepts (e.g., acid-base equilibria, basic laboratory techniques).
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Optimization Engine InternEnernoc Jun 2018 - Aug 2018Boston, Ma, UsI contributed to a few endeavors to improve the optimization engine for finding optimal energy usage. In particular, I-- established high data fidelity and low data fidelity optimization routines for different calculation needs (Java)-- created visualization tools for displaying KPIs and diagnosing problematic energy costs (Python)-- analyzed potential cost savings for high fidelity regimes. (Python) -
Research AssistantFulbright Commission Sep 2013 - Jul 2014At the Universitat de Barcelona I worked in the research group of Carles Curutchet to investigate the effect of using QM/MM dynamics as the base for electronic excited states of and coupling among chlorophylls in water-soluble chlorophyll-binding protein (WSCP). I calculated spectral densities from these calculations. These procedural explorations were done to inspire the pushing the boundary of spectral density calculations in photosynthetic light-harvesting complexes. -
GraderHope College 2012 - 2013Holland, Mi, UsIn the spring of 2012 I graded proof-writing assignments for the introductory proof-writing course in the mathematics department, and in the spring of 2013 I graded for the quantum mechanics physical chemistry course. -
Tutor, Chemistry And MathematicsHope College 2010 - 2013Holland, Mi, UsIn affiliation with the Hope College Academic Support Center, I tutored introductory calculus as well as organic chemistry for undergraduate students.
Andreana Rosnik, Ph.D. Skills
Andreana Rosnik, Ph.D. Education Details
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University Of California, BerkeleyPhysical Chemistry -
Hope CollegeChemistry And Mathematics
Frequently Asked Questions about Andreana Rosnik, Ph.D.
What company does Andreana Rosnik, Ph.D. work for?
Andreana Rosnik, Ph.D. works for Marine Biologics
What is Andreana Rosnik, Ph.D.'s role at the current company?
Andreana Rosnik, Ph.D.'s current role is Data scientist building cheminformatics + machine learning solutions for biotech, climate, materials science π.
What is Andreana Rosnik, Ph.D.'s email address?
Andreana Rosnik, Ph.D.'s email address is an****@****ise.com
What schools did Andreana Rosnik, Ph.D. attend?
Andreana Rosnik, Ph.D. attended University Of California, Berkeley, Hope College.
What are some of Andreana Rosnik, Ph.D.'s interests?
Andreana Rosnik, Ph.D. has interest in Writing, Social Services, Cooking, Human Rights, Economic Empowerment, Civil Rights And Social Action, Education, Environment, Art, Reading.
What skills is Andreana Rosnik, Ph.D. known for?
Andreana Rosnik, Ph.D. has skills like Chemistry, Research, Microsoft Office, Teaching, Data Analysis, Public Speaking, Physics, Statistics, Python, Spanish, Molecular Dynamics, Molecular Modeling.
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