[ About ]

Computational biology,
with an engineer’s mindset.

I’m a bioinformatics scientist with expertise in computational biology, machine learning and algorithm development. I build computational methods that analyze complex biological data, combining classical statistical learning with deep-learning architectures to solve challenging problems in genomics and molecular biology.

Currently at Roche, I develop bioinformatics solutions for next-generation sequencing applications, with a focus on secondary-analysis pipelines. My interests span machine learning in genomics, pipeline optimization and novel computational approaches for high-throughput sequencing data — making complex genomic analyses more accurate and efficient.

CurrentlyPrincipal Scientist II, Roche
Based inBay Area, California
EducationPh.D. Computer Science, UCR
01Experience

Where I’ve worked

Roche

Pleasanton, CA
Principal Scientist II, BioinformaticsSep 2024 — Present
Principal Scientist I, BioinformaticsDec 2019 — Sep 2024

Developing deep-learning methods and secondary-analysis pipelines for next-generation sequencing at Roche Sequencing Solutions.

Islamic University of Technology

Gazipur, Bangladesh
LecturerDec 2010 — Aug 2014

Taught undergraduate computer science and supervised student projects.

02Education

Academic background

2014 — 2019

Ph.D. — Computer Science

University of California, Riverside
2011 — 2012

M.Sc. — Computer Science

Islamic University of Technology
2006 — 2010

B.Sc. — Computer Science & Information Technology

Islamic University of Technology
03Skills

Tooling & expertise

Programming

Python95
Java86
C++83

Machine Learning & Bioinformatics

NGS Data Analysis95
Deep Learning92
Data Visualization92
Algorithm Development90

Tools & technologies

PyTorchTensorFlowscikit-learnLightGBMShell scriptingCloud computingDockerAWSLinuxGitNext.jsReactJupyterVS CodeGitHub CopilotLLMs
[ Beyond work ]

Family, badminton and the Bay Area food scene.

Beyond my professional work, I cherish quality time with my family. You’ll often find me on the badminton court, where I enjoy both casual games and competitive matches. I’m also an avid food enthusiast, exploring the Bay Area’s diverse culinary scene with my wife. When I’m not coding or playing sports, I love hiking the trails of Northern California and keeping up with the latest in technology and artificial intelligence.

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