Gaurav Sablok

Dr. Gaurav Sablok

Independent Software and Machine Learning Developer and Bioinformatician, Jodhpur, India
orcid
Welcoming all work and position offer from over the world

Biography

Scientific Research is my first and top work priority. I work on Bioinformatics covering all species for Illumina and LongRead sequencing technologies. I use Rust as my primary programming and software-development language. I use Python specifically for machine learning, scientific computing, and ML-based data analysis. I do not use Python as my general software-development language. For machine learning, I work with both classical and deep learning approaches, including scikit-learn, LightGBM, XGBoost, CatBoost, Keras and other specialized scientific ML libraries as required by the research problem. My ML focus is structured scientific data including DNA/genomic sequences, gene interaction networks, microbiome data, metabolomics, chemical/molecular data, biological time series and other structured biological datasets. Python is therefore an additional ML and scientific-analysis environment alongside Rust, not a replacement for Rust. Rust remains my main language for scientific software, applications, pipelines, tooling and high-performance software development. I use R where appropriate for statistical analysis and bioinformatics. My GitHub account is https://github.com/sablokg

Affiliations

Independent Software and Machine Learning Developer and Bioinformatician

Jodhpur, India

Honors and Awards

No honors or awards have been shared yet.

Experience

Post Doctoral Researcher

Institute of Bioorganic Chemistry, Polish Academy of Sciences, Poznań, Poland

01 Mar 2025 - 30 Sep 2025

Post Doctoral Researcher

University of Potsdam, Potsdam, Germany

01 Jan 2025 - 31 Jul 2025

Post Doctoral Researcher

University of Helsinki, Helsinki, Finland

01 Jun 2017 - 31 Dec 2021

Post Doctoral Researcher

University of Connecticut, Storrs, USA

01 Jul 2016 - 01 Jan 2017

Post Doctoral Researcher

University of Technology Sydney, Sydney, Australia

01 Jun 2014 - 01 Jun 2016

Post Doctoral Researcher

Fondazione Edmund Mach, San Michele all'Adige, Italy

01 May 2011 - 30 Jun 2014

Post Doctoral Researcher

Huazhong Agricultural University, Wuhan, China

01 Nov 2010 - 30 Apr 2011