Summary
Personal Information
Overview
Current Occupation
Other Profile Platforms
Work History
Education
Skills
Accomplishments
Soft Skills
Languages
Publications
Research And Projects
Seminars/ Retreats and Conferences
Workshops/ Training
Other Bioinformatics Skills
Wet Lab Skills
Additional Information
References
Timeline
Generic
Sarmad Ahmad Khan

Sarmad Ahmad Khan

Frankfurt am Main,Hessen

Summary

To leverage my expertise in artificial intelligence, machine learning, and biomedical imaging to advance research in dementia diagnostics and radiology, contributing to innovative solutions for complex neurological disorders.

Professional researcher with strong background in data collection, analysis, and interpretation. Adept at leveraging advanced methodologies to drive impactful research outcomes. Known for fostering team collaboration and adapting to evolving project requirements. Skilled in qualitative and quantitative analysis, report writing, and critical thinking, ensuring reliable and actionable insights.

Personal Information

  • Date of Birth: 05/31/98
  • Gender: Male

Overview

3
3
years of professional experience

Current Occupation

PhD Researcher, Machine learning in Oncology Lab (MLO), German Cancer Research Center (DKFZ), Germany, 01/01/22

Other Profile Platforms

X.com: @SarmadBioinf

Linkedin: https://www.linkedin.com/in/sarmad-ahmad-khan-sarmadak/

Work History

PhD Researcher

German Cancer Research Center (DKFZ)
01.2022 - Current
  • Biomedical Image Quantification
  • Machine Learning
  • Predictive AI
  • Pipelines Development
  • Robustness and Reliability for ML under distribution shift
  • Collaborated with interdisciplinary teams to conduct comprehensive studies and generate valuable insights (4 collaborative projects).
  • Managed multiple research projects simultaneously, ensuring timely completion (5 projects).

Research Intern

Food & Biotechnology Research Centre, PCSIR Laboratories Complex
01.2019 - 03.2019
  • Completed research, compiled data, and assisted in timely reporting.
  • Collaborated with team members for successful completion of research projects on time and within budget.
  • Completed research, compiled data, updated spreadsheets, and produced timely reports.
  • Conducted literature reviews to identify relevant research articles and support project objectives.

Intern

Quality Operations Laboratory, University of Veterinary and Animal Sciences
01.2019 - 01.2019
  • Supported staff members in their daily tasks, reducing workload burden and allowing for increased focus on higher-priority assignments.
  • Gained valuable experience working within a specific industry, applying learned concepts directly into relevant work situations.
  • Sorted and organized files, spreadsheets, and reports.
  • Gained hands-on experience in various software programs, increasing proficiency and expanding technical skill set.

Research Intern

BIO-TECH LAHORE LAB and Research Centre
01.2018 - 04.2018
  • Performed Haematology, Microscopy and specially chemistry tests
  • Hands-on experience with the instruments handling and conducting protocols

Education

Ph.D. - Bioinformatics

Goethe University Frankfurt
Frankfurt Am Main, Germany
09.2025

Master of Science - Biotechnology, Advanced Bioinformatics

Moscow Institute of Physics And Technology (MIPT)
Moscow, Russia
01.2021

BS(Hons.) - Biochemistry

University of Veterinary And Animal Sciences
Lahore, Pakistan
01.2019

Skills

  • Python
  • R
  • Linux
  • Machine Learning
  • Predictive Modeling
  • TensorFlow
  • PyTorch
  • Experienced with FastAI Framework
  • DICOM/ Nifti
  • Quantitative Imaging (Imaging Flow Cytometry, Confocal Microscopy, MRI)
  • Radiology and Radiomics

Accomplishments

  • Winner of Open Doors Russian Olympiad 2021 in the subject of Chemistry.
  • Prize-Winner of Open Doors Russian Olympiad 2019 in the subject of Biology.
  • State Academic Scholarship for Excellent Students (Master's Degree, Foreigners) in Russia – 2021
  • Curator for International Students at MIPT, Russia
  • “International Scholarship Guidance” – Representative of MIPT, Russia as a socio-cultural ambassador
  • Fauji Foundation Excellence Scholarship 2017
  • Student Education Expo Talent Award
  • Tabeer Brain Leverage 5.0 Graduate Talent Award

Soft Skills

  • Organisational skills
  • Communication
  • Team Management
  • Problem-solving
  • Leadership
  • Motivation
  • Curiosity
  • Regress/ Retrograde

Languages

English
Russian
German

Publications

  • Employing computational tools to design a multi-epitope vaccine targeting human immunodeficiency virus-1 (HIV-1), https://doi.org/10.1186/s12864-023-09330-4
  • PhD Projects, Under manuscript writing stage

Research And Projects

  • Developed robust, explainable AI pipelines for biomedical imaging.
  • Classification of acute myeloid leukemia (AML) cells and other hematological conditions.,
  • Segmentation and analysis of brain tumors using quantitative MRI (qMRI) and advanced deep learning.,
  • Analysis of vascular morphology for aging studies in cardiovascular tissues.
  • Designed machine learning models ensuring robustness and interpretability.,
  • Conducted model benchmarking and calibration for domain shift scenarios.,
  • Integrated ontology development and knowledge representation techniques for imaging data.
  • Prediction of association of quadruplexes with histone modification marks by deep learning methods, G4-Deep, https://github.com/SarmadAK/G4-Deep
  • Primary progressive multiple sclerosis in a Russian Cohort: relationship with gut bacteria, https://biota.knomics.ru/publicproject?key=ZjDbKhY-Ey34bhIDBofaykuf8aazxReJ
  • Predicting gene expression and Differential gene expression from epigenetic marks., DNA Secondary Structures prediction., Splice-Site Detection., Whole Genome Bisulfite Sequencing (WGBS) of mouse (mm10) chromosome 17.

https://drive.google.com/file/d/1p4YO8aFoWehO-Fldo7I2VwNjYaFPWulj/view?usp=sharing

Seminars/ Retreats and Conferences

  • Bioimaging Conference 2025, Porto, Portugal, 16-18 Feb 2025
  • Rhein-Main-Cancer-Retreat, 2023 & 2024
  • International Conference on "Omics for Animal Science: Opportunities and Challenges” organised by Institute of Biochemistry and Biotechnology, University of Veterinary and Animal Sciences, Lahore

Workshops/ Training

  • Writing a Scientific Paper: From Structure to Manuscript - Mainz 2024 (Workshop)
  • Mastering the Art of Graphical Abstracts
  • Organisation and Participation in One Day Workshop on “Drug Addiction & Basic Counseling Skills”.
  • Three days training entitled: “A hands on workshop on subtyping of Avian Influenza
  • Virus Targeting “H” and “N” Genes by Using RT-PCR”, organised by Quality Operation Laboratory, UVAS.
  • One Day Seminar on General Health, Disease Prevention & Screening Camp.

Other Bioinformatics Skills

  • Drug Development
  • Bisulphite sequencing data analysis
  • Differentially methylated regions
  • DNA motifs finding
  • Transcription regulatory factors
  • NGS data analysis
  • CpG islands finding
  • DMR finding
  • Histone modifications analysis
  • Omics data integration
  • Epigenetics features analysis
  • Molecular Docking
  • Molecular Dynamics Simulation
  • MSA Analysis

Wet Lab Skills

  • Blood Chemistry tests
  • Haematology tests
  • HPLC
  • PCR
  • Gel Electrophoresis
  • DNA Extraction

Additional Information

  • Organized Vaccination Camp for Center for Emergency and Medical Services (CEMS).
  • Management skills gained as CEO of Minds Media company.
  • Experience as an Entrepreneur & with Volunteer-ship offering Organizations.
  • Winner of Open Doors Russian Olympiad 2021 in Chemistry.
  • Prize-Winner of Open Doors Russian Olympiad 2019 in Biology.
  • Videographer for Shoot Studios as an entrepreneur for 3 years.

References

Available on demand

Timeline

PhD Researcher

German Cancer Research Center (DKFZ)
01.2022 - Current

Research Intern

Food & Biotechnology Research Centre, PCSIR Laboratories Complex
01.2019 - 03.2019

Intern

Quality Operations Laboratory, University of Veterinary and Animal Sciences
01.2019 - 01.2019

Research Intern

BIO-TECH LAHORE LAB and Research Centre
01.2018 - 04.2018

Ph.D. - Bioinformatics

Goethe University Frankfurt

Master of Science - Biotechnology, Advanced Bioinformatics

Moscow Institute of Physics And Technology (MIPT)

BS(Hons.) - Biochemistry

University of Veterinary And Animal Sciences
Sarmad Ahmad Khan