| Anat Etzion-Fuchs CV.pdf |
Work Experience
06/2024- Pheno.AI (Tel-Aviv, Israel)
Senior Data Scientist
07/2022-04/2024 Eleven Therapeutics (Tel-Aviv, Israel)
Senior Data Scientist and Data Infrastructure Tech Lead
· Led and implemented multiple data science projects, from ideation and design to full execution.
· Developed statistical and machine learning models for massive datasets (on AWS), including high throughput NGS sequencing data, nucleic acids chemistry, and biological assays.
· Revamped and spearheaded the company's data workflow processes, orchestrating cross-functional team efforts across three international sites (IL, UK, US).
· Deployed, and optimized deep learning techniques from SOTA publications to rapidly design and analyze large-scale experiments.
09/2015-01/2022 Princeton University (Princeton, NJ)
Assistant Instructor and Graduate Research Assistant
· Developed machine learning and statistical models for analyzing large-scale proteomic data, predicting de-novo interaction-sites using classical supervised ML and pre-trained NN.
· Instructor for: “Introduction to Genomics and Computational Molecular Biology” (COS 551)
05/2011-05/2014 Qualcomm Incorporated (Haifa, Israel)
2013-2014 Software Engineer
· A member of the broadcast team, developing SW for a smart TV and set-top box.
· Responsible for full SW development cycle to develop an Android device driver, including: writing SW requirements, high-level design, detailed low-level design, coding and testing.
·Experience in open-source: delivering code to the Android community.
2011-2013 Software Engineer Intern
·A member of the wireless networking team, developing SW for multi-gigabit wireless chipsets.
·Developed Windows/.NET drivers using agile methodology.
08/2005-04/2008 Mandatory Military Service (Tel-Aviv, Israel)
Data Analyst and Foreign Affairs Manager
·Served in an elite intelligence center (Haman-Talpiot/Aham Sh’hakim).
·2007-2008 Led the division's foreign affairs. This role included organizing workshops and presenting ideas to people from foreign countries.
·2005-2008 Sole responsibility for a project with both intelligence and technology aspects. The position involved writing scripts in C-Shell and Python, advanced use in Excel (VBA), database programming (SQL), and programs for the analysis of communication packets.
Senior Data Scientist
07/2022-04/2024 Eleven Therapeutics (Tel-Aviv, Israel)
Senior Data Scientist and Data Infrastructure Tech Lead
· Led and implemented multiple data science projects, from ideation and design to full execution.
· Developed statistical and machine learning models for massive datasets (on AWS), including high throughput NGS sequencing data, nucleic acids chemistry, and biological assays.
· Revamped and spearheaded the company's data workflow processes, orchestrating cross-functional team efforts across three international sites (IL, UK, US).
· Deployed, and optimized deep learning techniques from SOTA publications to rapidly design and analyze large-scale experiments.
09/2015-01/2022 Princeton University (Princeton, NJ)
Assistant Instructor and Graduate Research Assistant
· Developed machine learning and statistical models for analyzing large-scale proteomic data, predicting de-novo interaction-sites using classical supervised ML and pre-trained NN.
· Instructor for: “Introduction to Genomics and Computational Molecular Biology” (COS 551)
05/2011-05/2014 Qualcomm Incorporated (Haifa, Israel)
2013-2014 Software Engineer
· A member of the broadcast team, developing SW for a smart TV and set-top box.
· Responsible for full SW development cycle to develop an Android device driver, including: writing SW requirements, high-level design, detailed low-level design, coding and testing.
·Experience in open-source: delivering code to the Android community.
2011-2013 Software Engineer Intern
·A member of the wireless networking team, developing SW for multi-gigabit wireless chipsets.
·Developed Windows/.NET drivers using agile methodology.
08/2005-04/2008 Mandatory Military Service (Tel-Aviv, Israel)
Data Analyst and Foreign Affairs Manager
·Served in an elite intelligence center (Haman-Talpiot/Aham Sh’hakim).
·2007-2008 Led the division's foreign affairs. This role included organizing workshops and presenting ideas to people from foreign countries.
·2005-2008 Sole responsibility for a project with both intelligence and technology aspects. The position involved writing scripts in C-Shell and Python, advanced use in Excel (VBA), database programming (SQL), and programs for the analysis of communication packets.
Education
2022 Princeton University
Ph.D. in Quantitative and Computational Biology with Graduate certificate in Statistics and Machine Learning
Thesis title: Predicting Protein Interaction Sites Through Machine Learning and Data Aggregation.
Advisor: Mona Singh
2017 Princeton University
M.A. in Quantitative and Computational Biology
2013 Technion - Israel Institute of Technology
B.Sc. in Computer Science - Bioinformatics (summa cum laude)
·GPA: 92.5/100, ranked #1 in the Bioinformatics track and #12/224 in the CS department
· Member of the first class of "Lapidim" program – highly competitive excellence program of the CS department supported by Google, Intel, Microsoft and Qualcomm, for outstanding students with management and entrepreneurship skills.
· Studied with full tuition scholarship and monthly stipend.
Ph.D. in Quantitative and Computational Biology with Graduate certificate in Statistics and Machine Learning
Thesis title: Predicting Protein Interaction Sites Through Machine Learning and Data Aggregation.
Advisor: Mona Singh
2017 Princeton University
M.A. in Quantitative and Computational Biology
2013 Technion - Israel Institute of Technology
B.Sc. in Computer Science - Bioinformatics (summa cum laude)
·GPA: 92.5/100, ranked #1 in the Bioinformatics track and #12/224 in the CS department
· Member of the first class of "Lapidim" program – highly competitive excellence program of the CS department supported by Google, Intel, Microsoft and Qualcomm, for outstanding students with management and entrepreneurship skills.
· Studied with full tuition scholarship and monthly stipend.
Awards and Honors
·2019 Women in Machine Learning (WiML) travel grant, for poster presenters and reviewers
·2017 Princeton Research Day, best poster award for graduate student/postdoctoral researcher track
·2012 Google Anita Borg Memorial scholarship EMEA - Scholar, for leading women in Computer Science
·2012 SAMBA scholarship for academic excellence, granted by the CS department and contributed by Mellanox Technologies
(two awards were given for both semesters).
·2011 Lapidim scholarship for academic excellence, granted by the CS department and contributed by Pascal-Louis Perez.
·2009 Intel Scholarship for Employees' children
·2008-2013 President’s list for excellent students (4 semesters).
·2008-2013 Dean’s list for excellent students (3 semesters).
·2007 Military “Personal Award of Excellence” for contributing to the center’s work and the advancement of the intelligence service
and security
·2017 Princeton Research Day, best poster award for graduate student/postdoctoral researcher track
·2012 Google Anita Borg Memorial scholarship EMEA - Scholar, for leading women in Computer Science
·2012 SAMBA scholarship for academic excellence, granted by the CS department and contributed by Mellanox Technologies
(two awards were given for both semesters).
·2011 Lapidim scholarship for academic excellence, granted by the CS department and contributed by Pascal-Louis Perez.
·2009 Intel Scholarship for Employees' children
·2008-2013 President’s list for excellent students (4 semesters).
·2008-2013 Dean’s list for excellent students (3 semesters).
·2007 Military “Personal Award of Excellence” for contributing to the center’s work and the advancement of the intelligence service
and security