Katya Arnold

Katya Arnold

Data scientist and Bioinformatician

Rehovot, Israel
Freelancer
1 Project
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LANGUAGES

Russian
Native or bilingual proficiency
English
Full professional proficiency
Hebrew
Professional working proficiency
French
Elementary proficiency

SKILL DETAILS

Translation

150 ₪ / 250 words
Russian Translation
Linguistic Expertise, Cultural Competence, Technical Translation, Medical and Scientific Translation, Creative Translation, Editing and Proofreading, Project Management, Interpretation

Writing & Editing

150 ₪ / 250 words
Technical Writing
As a Technical Writer with expertise in the bio-medical field, I specialize in producing clear, accurate, and comprehensive documentation tailored to scientific, clinical, and regulatory audiences. My skills include:
Scientific Communication, Medical Writing, Technical Content Development, Literature Research and Review, Editing and Quality Control, Collaborative Writing, Project Management for Documentation, Data Visualization, Compliance and Ethics. My dedication to precision, clarity, and compliance in bio-medical technical writing ensures that all documents effectively support scientific, clinical, and regulatory objectives.

Technology

190 ₪ / hr
Project Management
As a Project Manager with expertise in the bio-medical and bio-agricultural fields, I bring a unique combination of scientific knowledge and managerial proficiency to lead and deliver complex projects effectively. My skills include: Project planning and Execution, regulatory compliance and quality assurance, team leadership and coordination, risk management and problem-solving, technical expertise, data analysis and reporting, budget management, innovation and strategic thinking. My dedication to driving impactful results, coupled with my scientific expertise and project management acumen, makes me an asset in advancing projects that bridge the gap between science and industry.

Software & Programming

100 ₪ / hr
BI, Data Science, Big Data
Packages: Numpy, Pandas, SciPy, Scikit-Learn, seaborn, matplotlib, Biopython, Quandl
Data Analysis: data quality assessment, data visualization, statistical data analysis, regularization, singular value decomposition
Machine Learning: linear regression analysis, logistic regression, regularized least squares, overfitting, recursive feature selection, cross-validation.
Python
python, jupyter notebook, Matlab, Visual Basic, Advanced Microsoft Excel functions, Embedded VBA, SQL

EMPLOYMENT HISTORY

July 2017 - Today

Data analysis

HUJI , Rehovot, Israel
  • • Data analysis acquired from electronic equipment that measures the electric signature of soil particles to test the scientific theory using ML modelling.
  • • Developing a tool for acquiring relevant data from SQL/Oracle database for further statistical analysis of gene activation.
  • • Creating a ML model for molecule’s properties prediction, based on its chemical structure, using logistic regression model of Sklearn library.
January 2010 - January 2015

ChemDiv Inc., USA- Project management

ChemDiv Inc. , San Diego, USA
  • • Business development of interdisciplinary projects.
  • • Professional sales of small molecule libraries in EU, USA, Asia and Russia

Project manager

Maccabi Health Services /OSM-DAN Consulting Ltd., IL , Tel Aviv, Israel
  • Successful grant proposal writing and strategic management of international interdisciplinary projects. EURO-Hear(€15M), EuroFlu(€1.5M), ADCURE(€5.3 M), BMI-Shape (€2.3M), SKIN TREAT (€5.5M)

COURSES & CERTIFICATIONS

Today

Machine learning

Coursera
February 2019

Basic statistics

HUJI
February 2018

Python

HUJI
  • Python programming for research
September 2012

Advanced statistics for experimental research

HUJI

Data analysis

she codes

EDUCATION

September 2020 - September 2022

MBA

HUJI
  • MBA with specialisation in Big Data
May 2005 - August 2006

PostDoc

WIS
  • Acquiring and analyzing the data of single-molecule force registration, obtained from laser tweezers. Data analysis was performed in Matlab, including data visualization in presentation for the Executive Level .
September 2000 - May 2005

PhD

WIS
  • Modeling of biological processes based on quantitative spectral image processing and numerical data assessment in Matlab.
November 1998 - August 2000

MSc

WIS
September 1993 - February 1997

BSc

MSU

1 Reviews

Rating: 5.0.
250 ₪
Quality of Work
Professionalism
Expertise
Responsiveness
Cost Adherence
Schedule Adherence
קטיה ענתה על כל הצפיות ומעבר לכך, מומלצת מאוד !
20 Nov. 2024
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