Profile Details

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Hire Aous K.

Switzerland

USD 50 /hr

Machine Learning Expert

Profile Summary

I have 5+ years of experience as a Machine Learning Researcher/ Engineer. I have a specialty in applying ML to biological and pharmaceutical applications through my academic background, industry experience, and publications including in NeurIPS.

Subject Matter Expertise

• ☆ Computational Biology
• ☆ Molecular Biology
• ☆ Omics
• ☆ Transcriptomics
• ☆ Proteomics
• ☆ Gene Expression Analysis
• ☆ Cell Biology
• ☆ Cell-Based Assays
• ☆ Gene Regulation
• ☆ Basic Immunology
• ☆ Adjuvant & Antigen Research
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Data Processing
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Collection
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Bioinformatics
• ☆ Gene & Protein Expression Analysis
• ☆ Systems Biology
• ☆ Structural Bioinformatics
• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Mathematical Optimization
• ☆ Differential Equations
• ☆ Group Theory
• ☆ Game Theory
• ☆ Pure Mathematics
• ☆ Algebra
• ☆ Calculus
• ☆ Topology
• ☆ Graph Theory
• ☆ Knowledge Management
• ☆ Taxonomy/Classification
• ☆ Data Storage
• ☆ Macroeconomics
• ☆ Microeconomics

Services

• Data & AI

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

Work Experience

Machine Learning Engineer

Adaptive Biosystems Ltd.

March 2023 - August 2023

Machine learning researcher

Roche

June 2022 - December 2022

Data / Machine learning engineer

Aqemia

March 2021 - August 2021

Machine Learning Engineer

SeaOwl

May 2020 - August 2020

Education

Computational Biology and Bioinformatics

ETHZ - ETH Zurich - Switzerland

September 2021 - September 2023

Applied mathematics and Computer Science

Ecole polytechnique X

September 2018 - September 2021

BS Math and Physics

IPEST

September 2016 - September 2018

Certifications

• Certification details not provided.

Publications

PREPRINT

Aous Khadhraoui, Elizaveta Kozlova, Arthur Valentin, Daniel Nakhaee-Zadeh Gutierrez (2023). ProteinFlow: a Python Library to Pre-Process Protein Structure Data for Deep Learning Applications .

CONFERENCE PAPER

Aous Khadhraoui, Daniel Nakhaee-Zadeh Gutierrez, Elizaveta Kozlova(2023). Hierarchical Protein Representation for Interface Co-design with HICON . Deep Generative Models for Health Workshop NeurIPS 2023.