Amir Talias, M.Sc. Email & Phone Number

Tel Aviv, Israel

Israel

• Designed a WaveNet-block based Pix2Pix GAN to generate a “rich” audio output from an audio MIDI-like input using TensorFlow.

Tel Aviv, Israel

• Instance segmentation of Cell Nuclei using UNET Auto-Encoder via TensorFlow and Keras and customized IOU and dice as metrics and loss functions.
• Multi-label multi-class classification of molecule’ drug activities based on its molecular structure using Random Forest \ Gradient Boosting Classifier and comparing results to a CNN classifier. The project was done.

Park Afek, Israel

• Providing regulation services to over 40 multi-national weekly projects
• Built a dashboard alerting license renewal 3 months before expiry following data analysis of the company's dataset.
• Assist Product development, Marketing and Creative teams with regulatory and technical inquiries and questions regarding new and existing formulations, including a feasibility evaluation.
• Create and gather all technical data and documentations needed and submit products for registration in Israel, EU and US and for PIF/ Safety Assessment (SA) creation.
• Create detailed SOPs that define and characterise the regulation department roles and interactions with other departments within the company.
• Review and authorize each product’s label in accordance with the formula and current regulation.

Jerusalem, Israel

• Examination and authorization of cosmetic products licensing applications.
• Reviewing and examination of safety assessments to authorize changes in the product's formula.
• Reviewing and examination of clinical trials to confirm and authorize the company's labeling claims.
• Examination and authorization of import applications for cosmetic products' samples and raw material.

Israel

Volunteer lecturer about SpaceIL, their goal and ambition and about the Google Lunar X Prize competition which we participated in.

Israel

• Preparation of High School students to pass their theoretical and practical final exams
• Teaching private lessons to students in different ages, groups and individuals, including first degree students.
• Acquisition of values, tools and proper learning skills to maximize personal potential.

Tel Aviv, Israel

• Develop an etiology-based treatment to the autoimmune Inflammatory bowel disease (IBD).
• Develop a targeted drug delivery system based on specific antibodies to intestinal immune cells.

Beer Sheba, Israel

• Development of a Streptococcus pneumoniae vaccine.
• Development of surrogate markers for vaccine efficacy evaluation using ELISA and FACS.
• Writing standard operating procedures (SOPs) and protocols in compliance with GMP/GLP regulations.
• Analyzing and Exhibiting research results using the various functions of Excel, PowerPoint and SPSS.
• Assembly of an ELISA system for examination of serum antibody titers to newly cloned and purified proteins.

Beer Sheba, Israel

• Department of Microbiology and Immunology, Faculty of Health Sciences, University of Ben-Gurion.
• Characterization of the host's cellular immunity to Streptococcus Pneumoniae (Pnc) using an ex vivo cell based system.
• Cloning, expression and purification of unique Pnc proteins - served as vaccine candidates.
• Handling of mammalian tissue and cell cultures.
• Production of antibodies for specific cellular markers using hybridoma cell cultures.

Machine And Deep Learning Bootcamp

Full-Time comprehensive studies of ML and DL algorithms including hands-on implementation of most of them (partial list): KNN, Naïve.

Data Analyst Course, Data Science

A hands-on intensive data analysis course on behalf of Google Inc. and Elevation Academy. The course included the following: Sql, NoSql.

Microsoft Certified Professional Developer (Mcpd), Computer Software Engineering, 95

A comprehensive, hands-on, C#.NET course on behalf of the Technion Institute in Israel. The course includes the core of the C# language.

Clinical Research Associate (Cra) Certification Course, Clinical/Medical Laboratory Science/Research And Allied Professions, 85

A Professional Course that deals with the Management and Regulation of Clinical Research and Clinical Trails.

Master'S Degree, Microbiology And Immunology, 92

Bachelor'S Degree, Biology/Biological Sciences, General, 84