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★★★★★

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USD 90 /hr

★★★★★

☆☆☆☆☆

Hire Dr. Giovanni Marco D.

United Kingdom

USD 90 /hr

Freelance in the Genetics&Genomics, Machine Learning, and Data fields

Profile Summary

Computational Biologist and Machine Learning scientist with more than 10 years of experience in the Drug Discovery industry.

Subject Matter Expertise

• ☆ Molecular Biology
• ☆ Genetics
• ☆ Population Genetics
• ☆ Python
• ☆ R
• ☆ Scikit-learn
• ☆ Hadoop
• ☆ Drug Discovery
• ☆ Drug Target Identification
• ☆ Drug Development
• ☆ Small Molecule Drug Development
• ☆ In vitro Diagnostics
• ☆ In vitro Diagnostic Validation
• ☆ In vitro Diagnostic Design
• ☆ Biomarker Analysis
• ☆ Cancer Research
• ☆ Cancer Biology
• ☆ Software Development
• ☆ DevOps
• ☆ Peer Review
• ☆ Research Methodology

Services

• Research
• Data & AI

Research Scientific and Technical Research, Systematic Literature Review

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Work Experience

Freelance consultant in the Genomics, Machine Learning, and Data space

GMD Bioinformatics

April 2024 - Present

Education

PhD

Pompeu Fabra University

October 2010 - September 2014

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Pybus, M., Dall'Olio, G.M., Luisi, P., Uzkudun, M., Carreño-Torres, A., Pavlidis, P., Laayouni, H., Bertranpetit, J., Engelken, J.(2014). 1000 Genomes Selection Browser 1.0: A genome browser dedicated to signatures of natural selection in modern humans . Nucleic Acids Research. 42. (D1).

Dall'Olio, G.M., Bertranpetit, J., Wagner, A., Laayouni, H.(2014). Human genome variation and the concept of genotype networks . PLoS ONE. 9. (6).

Pybus M, Dall'olio GM, Luisi P, Uzkudun M, Carreño-Torres A, Pavlidis P, Laayouni H, Bertranpetit J, Engelken J, Nucleic acids research, 2013 .

Luisi P, Alvarez-Ponce D, Dall'Olio GM, Sikora M, Bertranpetit J, Laayouni H, Molecular biology and evolution, 2012, vol. 29, no. 5, pp. 1379-1392 .

Dall'Olio GM, Laayouni H, Luisi P, Sikora M, Montanucci L, Bertranpetit J, BMC evolutionary biology, 2012, vol. 12, pp. 98 .

Dall'Olio GM, Jassal B, Montanucci L, Gagneux P, Bertranpetit J, Laayouni H, Glycobiology, 2011, vol. 21, no. 11, pp. 1395-1400 .

Parnell LD, Lindenbaum P, Shameer K, Dall'Olio GM, Swan DC, Jensen LJ, Cockell SJ, Pedersen BS, Mangan ME, Miller CA, Albert I, PLoS computational biology, 2011, vol. 7, no. 10, pp. e1002216 .

Dall'Olio GM, Marino J, Schubert M, Keys KL, Stefan MI, Gillespie CS, Poulain P, Shameer K, Sugar R, Invergo BM, Jensen LJ, Bertranpetit J, Laayouni H, PLoS computational biology, 2011, vol. 7, no. 9, pp. e1002202 .

Montanucci L, Laayouni H, Dall'Olio GM, Bertranpetit J, Molecular biology and evolution, 2011, vol. 28, no. 1, pp. 813-823 .

Laayouni H, Montanucci L, Sikora M, Melé M, Dall'Olio GM, Lorente-Galdos B, McGee KM, Graffelman J, Awadalla P, Bosch E, Comas D, Navarro A, Calafell F, Casals F, Bertranpetit J, PloS one, 2011, vol. 6, no. 3, pp. e17913 .

Dall'Olio GM, Bertranpetit J, Laayouni H, Database : the journal of biological databases and curation, 2010, vol. 2010, pp. baq035 .