Curriculum Vitae
experience
GenBio AI
Dec. 2024 – PresentResearch Scientist, Machine Learning · Palo Alto, CA
- Leading the Science Team driving scientific applications of GenBio AI's Virtual Cell engine, overseeing research direction, translational strategy, and external partnerships.
- Building components of GenBio's Virtual Cell system for modeling sequence variants.
Sanofi
May 2023 – Aug. 2023Computational and Systems Biology Intern · Cambridge, MA
- Designed a pseudotime-ordering algorithm based on multi-commodity flow to align heterogeneous patient trajectories.
- Applied to psoriasis, COVID-19, and Crohn's disease clinical datasets; results published at ISMB 2024.
University of Pittsburgh School of Medicine
Nov. 2022 – May 2023Laboratory Apprentice · Pittsburgh, PA
- Induced cellular senescence in human cell cultures via chemotherapeutics (bleomycin, doxorubicin) and irradiation.
- Identified 100 novel aging markers; developed a positive-unlabeled learning framework for senescence signature discovery.
Genesis Therapeutics
May 2022 – Aug. 2022Machine Learning Intern · Burlingame, CA
- Trained generative language models on SMILES strings for de novo molecule design; optimized for novelty and synthetic accessibility.
Ritech Solutions
Jan. 2021 – Aug. 2021Machine Learning Engineer · Tirana, Albania
- Deployed deep learning models for monocular depth estimation and image classification in industrial inspection pipelines.
Centroida
Nov. 2017 – Aug. 2018Machine Learning Engineer · Sofia, Bulgaria
- Developed real-time face detection and tracking algorithms using convolutional neural networks.
education
Carnegie Mellon University
Aug. 2021 – Dec. 2024Ph.D. in Machine Learning · Pittsburgh, PA
- Dissertation: "Machine Learning Strategies for Biomarker Discovery: A Senescence Case Study."
- TA: Convex Optimization; Machine Learning with Large Datasets.
- Developed algorithms for biomarker discovery, trajectory inference, and dynamic gene-regulatory network reconstruction.
Carnegie Mellon University
Aug. 2019 – Dec. 2020M.S. in Machine Learning · Pittsburgh, PA
- Built Cellar, an interactive software for single-cell data integration and cell-type annotation.
American University in Bulgaria
Sep. 2015 – May 2019B.A. in Computer Science & Mathematics · Blagoevgrad, Bulgaria
- Salutatorian, Class of 2019.
- Study Abroad: University of Iowa.
honors & awards
- 20224th place, NeurIPS AutoML Decathlon Competition
- 2019Silver Medal, International Mathematics Competition for University Students (IMC)
- 2018Silver Medal, Computational Mathematics Competition, Bulgaria
- 2018Honorable Mention, International Mathematics Competition for University Students (IMC)
- 2017Bronze Medal (team), ACM Southeastern Europe Regional Programming Contest, Romania
- 20172nd Place (team), National Programming Contest, Bulgaria
- 2016Honorable Mention (team), ACM Southeastern Europe Regional Programming Contest, Romania
- 2015Honorable Mention, International Mathematical Olympiad (IMO), Thailand
- 20152nd Place, National Mathematical Olympiad, Albania
- 20153rd Place, National Chemistry Olympiad, Albania
- 2019–20Excellence Fellow, Ministry of Education, Sport and Youth, Albania
- 2019Salutatorian, Class of 2019, American University in Bulgaria
- 2019Outstanding Achievement in Computer Science, American University in Bulgaria
- 2019Outstanding Achievement in Mathematics, American University in Bulgaria
- 2015–19Dean's List, American University in Bulgaria
- 2015–19AADF Scholar, Albanian-American Development Foundation
professional service
NIH Cellular Senescence Network (SenNet) Consortium
Sep. 2022 – PresentMember, Consortium Organization and Data Coordinating Center (CODCC)
- Developed methods to discover senescence biomarkers as a member of the Biomarker Working Group.
NIH Human BioMolecular Atlas Program (HuBMAP) Consortium
Aug. 2019 – Dec. 2020Member, Platform Development and Data Analysis Team
- Developed software tools to enable large-scale collaboration, integration, and comparison across single-cell omics platforms and modalities.
Mathematics Club (Polygon), American University in Bulgaria
Sep. 2017 – May 2019Founder / President
- Organized talks, mathematics competitions, and social events between math students and professors.